@article {2020,
	title = {Algorithms at work: The new contested terrain of control},
	journal = {Academy of Management Annals},
	volume = {14},
	year = {2020},
	month = {Jan-01-2020},
	pages = {366 - 410},
	issn = {1941-6520},
	doi = {10.5465/annals.2018.0174},
	author = {Kellogg, Katherine C. and Valentine, Melissa A. and Christin, Ang{\'e}le}
}
@article {2020,
	title = {How the FDA regulates AI},
	journal = {Academic Radiology},
	volume = {27},
	year = {2020},
	month = {Jan-01-2020},
	pages = {58 - 61},
	issn = {10766332},
	doi = {10.1016/j.acra.2019.09.017},
	author = {Harvey, H. Benjamin and Gowda, Vrushab}
}
@article {2019,
	title = {AI, robots and jobs: Estimation and implications},
	year = {2019},
	note = {{\textbullet} What AI can and cannot do
{\textbullet} Dire prediction
{\textbullet} Estimation methods and results
{\textbullet} Policy implications
{\textbullet} Case of Singapore},
	url = {https://ehelf.nu.edu.kz/wp-content/uploads/2019/06/1-Eduardo-Araral-GSPP.pdf},
	author = {Eduardo Araral}
}
@article {2019,
	title = {AI{\textquoteright}s path to the present and the painful transitions along the way},
	journal = {Digital Policy, Regulation and Governance},
	volume = {21},
	year = {2019},
	month = {Jan-05-2020},
	pages = {305 - 321},
	issn = {2398-50382398-5038},
	doi = {10.1108/DPRG-09-2018-0051},
	author = {Garcia-Murillo, Martha and MacInnes, Ian}
}
@article {2019,
	title = {AI trained on decades of food research can concoct better recipes},
	journal = {FlavorBot},
	year = {2019},
	url = {https://futurism.com/ai-food-research-better-recipes}
}
@article {2019,
	title = {AI-Assisted Decision-making in Healthcare},
	journal = {Asian Bioethics Review},
	volume = {11},
	year = {2019},
	month = {Jan-09-2019},
	pages = {299 - 314},
	issn = {1793-8759},
	doi = {10.1007/s41649-019-00096-0},
	author = {Lysaght, Tamra and Lim, Hannah Yeefen and Xafis, Vicki and Ngiam, Kee Yuan}
}
@article {2019,
	title = {AI-Based Digital Assistants},
	journal = {Business \& Information Systems Engineering},
	volume = {61},
	year = {2019},
	month = {Jan-08-2019},
	pages = {535 - 544},
	issn = {2363-7005},
	doi = {10.1007/s12599-019-00600-8},
	author = {Maedche, Alexander and Legner, Christine and Benlian, Alexander and Berger, Benedikt and Gimpel, Henner and Hess, Thomas and Hinz, Oliver and Morana, Stefan and S{\"o}llner, Matthias}
}
@article {2019,
	title = {Algorithms, artificial intelligence and automated decisions concerning workers and the risks of discrimination: the necessary collective governance of data protection},
	journal = {Transfer: European Review of Labour and Research},
	volume = {25},
	year = {2019},
	month = {Jan-11-2019},
	pages = {465 - 481},
	issn = {1024-2589},
	doi = {10.1177/1024258919876416},
	author = {Todol{\'\i}-Signes, Adri{\'a}n}
}
@article {2019,
	title = {Algorithms at War: The Promise, Peril, and Limits of Artificial Intelligence},
	journal = {International Studies Review},
	year = {2019},
	month = {Dec-06-2020},
	issn = {1521-9488},
	doi = {10.1093/isr/viz025},
	author = {Jensen, Benjamin M and Whyte, Christopher and Cuomo, Scott}
}
@article {2019,
	title = {Amazon{\textquoteright}s AI expansion},
	journal = {AI Daily},
	year = {2019},
	month = {06/2019},
	type = {AI},
	url = {https://www.aidaily.co.uk/articles/amazons-ai-expansion},
	author = {Parth Mahendra}
}
@article {2019,
	title = {The ambiguous labor market impact of automating prediction},
	year = {2019},
	institution = {National Bureau of Economic Research},
	address = {Cambridge, MA},
	doi = {10.3386/w25619},
	author = {Agrawal, Ajay and Gans, Joshua and Goldfarb, Avi}
}
@article {2019,
	title = {Apple reminds us that behind the AI revolution lies an army of humans seeing our data},
	journal = {Forbes},
	year = {2019},
	url = {https://www.forbes.com/sites/kalevleetaru/2019/07/30/apple-reminds-us-that-behind-the-ai-revolution-lies-an-army-of-humans-seeing-our-data/$\#$3dd2e8ba339d},
	author = {Kalev Leetaru}
}
@article {2019,
	title = {Applications of artificial intelligence to imaging and diagnosis},
	journal = {Biophysical Reviews},
	volume = {11},
	year = {2019},
	month = {Jan-02-2019},
	pages = {111 - 118},
	issn = {1867-2450},
	doi = {10.1007/s12551-018-0449-9},
	author = {Nichols, James A. and Herbert Chan, Hsien W. and Baker, Matthew A. B.}
}
@article {2019,
	title = {Applying for your next job may be an automated nightmare},
	journal = {Gizmodo},
	year = {2019},
	month = {04/2019},
	type = {Automation},
	keywords = {automation, job},
	url = {https://gizmodo.com/applying-for-your-next-job-may-be-an-automated-nightmar-1834275825},
	author = {Brian Merchant}
}
@article {2019,
	title = {Are robots competing for your job? },
	journal = {The New Yorker},
	year = {2019},
	month = {03/2019},
	type = {Annals of Technology},
	url = {https://www.newyorker.com/magazine/2019/03/04/are-robots-competing-for-your-job},
	author = {Jill Lepore}
}
@article {2019,
	title = {Are robots stealing our jobs? },
	journal = {Socius: Sociological Research for a Dynamic World},
	volume = {5},
	year = {2019},
	month = {Oct-01-2019},
	pages = {237802311984624},
	issn = {2378-0231},
	doi = {10.1177/2378023119846249},
	author = {Dahlin, Eric}
}
@article {2019,
	title = {Is an army of robots marching on Chinese jobs? },
	journal = {IZA {\textendash} Institute of Labor Economics},
	year = {2019},
	month = {04/2019},
	url = {https://www.iza.org/publications/dp/12281/is-an-army-of-robots-marching-on-chinese-jobs},
	author = {Osea Giuntella and Tianyi Wang}
}
@article {2019,
	title = {Artificial intelligence and big data in entrepreneurship: a new era has begun},
	journal = {Small Business Economics},
	year = {2019},
	month = {Jun-06-2019},
	issn = {0921-898X},
	doi = {10.1007/s11187-019-00202-4},
	author = {Obschonka, Martin and Audretsch, David B.}
}
@article {2019,
	title = {Artificial Intelligence and Deep Learning: The Future of Medicine and Medical Practice},
	journal = { Journal of The Association of Physicians of India ■ Vol. 67 },
	year = {2019},
	month = {05/2019},
	url = {https://www.semanticscholar.org/paper/Artificial-Intelligence-and-Deep-Learning\%3A-The-of-Sanal-Paul/795dc72decfb12389bbf7076d82fef70421b9933},
	author = {Madhusudana Girija Sanal and Kolin Paul and Senthil Kumar and Nirmal Kumar Gangul}
}
@article {2019,
	title = {Artificial intelligence and the future of labor demand},
	year = {2019},
	institution = {National Bureau of Economic Research},
	address = {Cambridge, MA},
	doi = {10.3386/w25682},
	author = {Acemoglu, Daron and Restrepo, Pascual}
}
@article {2019,
	title = {Artificial Intelligence and the Future of the Drug Safety Professional},
	journal = {Drug Safety},
	volume = {42},
	year = {2019},
	month = {Jan-04-2019},
	pages = {491 - 497},
	issn = {0114-5916},
	doi = {10.1007/s40264-018-0746-z},
	author = {Danysz, Karolina and Cicirello, Salvatore and Mingle, Edward and Assuncao, Bruno and Tetarenko, Niki and Mockute, Ruta and Abatemarco, Danielle and Widdowson, Mark and Desai, Sameen}
}
@article {2019,
	title = {Artificial intelligence conquers starcraft II in {\textquoteright}unimaginably unusual{\textquoteright} AI breakthrough},
	journal = {Independent},
	year = {2019},
	url = {https://www.independent.co.uk/life-style/gadgets-and-tech/gaming/artificial-intelligence-starcraft-2-ai-deepmind-a9176601.html},
	author = {Anthony Cuthbertson}
}
@article {2019,
	title = {Artificial Intelligence in FinTech: understanding robo-advisors adoption among customers},
	journal = {Industrial Management \& Data Systems},
	volume = {119},
	year = {2019},
	month = {Dec-08-2019},
	pages = {1411 - 1430},
	issn = {0263-5577},
	doi = {10.1108/IMDS-08-2018-0368},
	author = {Belanche, Daniel and Casal{\'o}, Luis V. and Flavi{\'a}n, Carlos}
}
@article {2019,
	title = {Artificial intelligence in medicine: What is it doing for us today?},
	journal = {Health Policy and Technology},
	volume = {8},
	year = {2019},
	month = {Jan-06-2019},
	pages = {198 - 205},
	issn = {22118837},
	doi = {10.1016/j.hlpt.2019.03.004},
	author = {Becker, Aliza}
}
@article {2019,
	title = {Artificial intelligence in workplaces and how it will affect employment in Latvia},
	journal = {Environment. Technology. Resources. Proceedings of the International Scientific and Practical Conference},
	volume = {2},
	year = {2019},
	month = {Aug-06-2020},
	pages = {154},
	issn = {1691-5402},
	doi = {10.17770/etr2019vol2.4151},
	author = {{\v S}ukjurovs, Ilm{\={a}}rs and Zvirgzdina, Rosita and Jeromanova-Maura, Silva}
}
@article {2019,
	title = {As Walmart turns to robots, it{\textquoteright}s the human workers who feel like machines},
	year = {2019},
	month = {06/2019},
	type = {Technology},
	url = {https://www.washingtonpost.com/technology/2019/06/06/walmart-turns-robots-its-human-workers-who-feel-like-machines/},
	author = {Drew Harwell}
}
@article {2019,
	title = {Automation and new tasks: How technology displaces and reinstates labor},
	year = {2019},
	institution = {National Bureau of Economic Research},
	address = {Cambridge, MA},
	doi = {10.3386/w25684},
	author = {Acemoglu, Daron and Restrepo, Pascual}
}
@article {2019,
	title = {Automation as Part of the Solution},
	journal = {Journal of Management Inquiry},
	volume = {28},
	year = {2019},
	month = {Jun-07-2021},
	pages = {316 - 318},
	issn = {1056-4926},
	doi = {10.1177/1056492619827375},
	author = {Levine, David I.}
}
@article {2019,
	title = {Automation, wage inequality and implications of a robot tax},
	journal = {International Review of Economics \& Finance},
	volume = {59},
	year = {2019},
	month = {Jan-01-2019},
	pages = {500 - 509},
	issn = {10590560},
	doi = {10.1016/j.iref.2018.10.013},
	author = {Zhang, Pengqing}
}
@article {2019,
	title = {Behavioural artificial intelligence: An agenda for systematic empirical studies of artificial inference},
	journal = {AI \& SOCIETY},
	year = {2019},
	month = {Jun-12-2020},
	issn = {0951-5666},
	doi = {10.1007/s00146-019-00928-5},
	author = {Pedersen, Tore and Johansen, Christian}
}
@book {2019,
	title = {Benefits and risks of artificial intelligence tools in workplaces},
	volume = {11581},
	year = {2019},
	pages = {292 - 315},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-030-22215-4},
	issn = {0302-9743},
	doi = {10.1007/978-3-030-22216-1_22},
	author = {Moore, Phoebe V.},
	editor = {Duffy, Vincent G.}
}
@article {2019,
	title = {Blame the boss, not the robot},
	journal = {New Labor Forum},
	volume = {28},
	year = {2019},
	month = {Oct-05-2020},
	pages = {66 - 69},
	issn = {1095-7960},
	doi = {10.1177/1095796019837947},
	author = {Smith, Zachary}
}
@article {2019,
	title = {Bots Coordinating Work in Open Source Software Projects},
	journal = {Computer},
	volume = {52},
	year = {2019},
	month = {Jan-09-2019},
	pages = {52 - 60},
	issn = {0018-9162},
	doi = {10.1109/MC.2018.2885970},
	author = {Hukal, Philipp and Berente, Nicholas and Germonprez, Matt and Schecter, Aaron}
}
@article {2019,
	title = {A Brief History of Artificial Intelligence: On the Past, Present, and Future of Artificial Intelligence},
	journal = {California Management Review},
	volume = {61},
	year = {2019},
	month = {Sep-08-2019},
	pages = {5 - 14},
	issn = {0008-1256},
	doi = {10.1177/0008125619864925},
	author = {Haenlein, Michael and Kaplan, Andreas}
}
@article {2019,
	title = {Can nurses remain relevant in a technologically advanced future?},
	journal = {International Journal of Nursing Sciences},
	volume = {6},
	year = {2019},
	month = {Jan-01-2019},
	pages = {106 - 110},
	issn = {23520132},
	doi = {10.1016/j.ijnss.2018.09.013},
	author = {Pepito, Joseph Andrew and Locsin, Rozzano}
}
@conference {2019,
	title = {A chatbot for supporting teams in the empathy map method},
	booktitle = {Hawaii International Conference on System SciencesProceedings of the 52nd Hawaii International Conference on System Sciences},
	year = {2019},
	publisher = {Hawaii International Conference on System Sciences},
	organization = {Hawaii International Conference on System Sciences},
	doi = {10.24251/HICSS.2019.029},
	author = {Bittner, Eva and Shoury, Omid}
}
@article {2019,
	title = {Citizen attitudes about job replacement by robotic automation},
	journal = {Futures},
	volume = {109},
	year = {2019},
	month = {Jan-05-2019},
	pages = {39 - 49},
	issn = {00163287},
	doi = {10.1016/j.futures.2019.04.005},
	author = {Nam, Taewoo}
}
@article {2019,
	title = {Cognitively enhanced products, output growth, and labor market changes: Will artificial intelligence replace workers by automating their jobs? },
	journal = {Economics, Management, and Financial Markets},
	volume = {14},
	year = {2019},
	month = {Jan-01-2019},
	pages = {38},
	issn = {1842-3191},
	doi = {10.22381/EMFM14120194}
}
@article {2019,
	title = {Collaboration and delegation between humans and AI: An experimental investigation of the future of work},
	journal = {SSRN Electronic Journal},
	year = {2019},
	month = {Jan-01-2019},
	doi = {10.2139/ssrn.3368813},
	author = {F{\"u}gener, Andreas and Grahl, J{\"o}rn and Gupta, Alok and Ketter, Wolfgang}
}
@article {2019,
	title = {Comparing artificial intelligence algorithms to 157 German dermatologists: the melanoma classification benchmark},
	journal = {European Journal of Cancer},
	volume = {111},
	year = {2019},
	month = {Jan-04-2019},
	pages = {30 - 37},
	issn = {09598049},
	doi = {10.1016/j.ejca.2018.12.016},
	author = {Brinker, Titus J. and Hekler, Achim and Hauschild, Axel and Berking, Carola and Schilling, Bastian and Alexander Enk and Haferkamp, Sebastian and Karoglan, Ante and von Kalle, Christof and Weichenthal, Michael and Sattler, Elke and Schadendorf, Dirk and Gaiser, Maria R. and Klode, Joachim and Jochen Sven Utikal}
}
@conference {2019,
	title = {Consider the human work experience when integrating robotics in the workplace},
	booktitle = {2019 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI)2019 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI)},
	year = {2019},
	pages = {75 - 84},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Daegu, Korea (South)},
	doi = {10.1109/HRI.2019.8673139},
	url = {https://ieeexplore.ieee.org/document/8673139/http://xplorestaging.ieee.org/ielx7/8666012/8673065/08673139.pdf?arnumber=8673139},
	author = {Welfare, Katherine S. and Hallowell, Matthew R. and Shah, Julie A. and Riek, Laurel D.}
}
@article {2019,
	title = {A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task},
	journal = {European Journal of Cancer},
	volume = {111},
	year = {2019},
	month = {Jan-04-2019},
	pages = {148 - 154},
	issn = {09598049},
	doi = {10.1016/j.ejca.2019.02.005},
	author = {Brinker, Titus J. and Hekler, Achim and Alexander Enk and Klode, Joachim and Hauschild, Axel and Berking, Carola and Schilling, Bastian and Haferkamp, Sebastian and Schadendorf, Dirk and Fr{\"o}hling, Stefan and Jochen Sven Utikal and von Kalle, Christof and Ludwig-Peitsch, Wiebke and Sirokay, Judith and Heinzerling, Lucie and Albrecht, Magarete and Baratella, Katharina and Bischof, Lena and Chorti, Eleftheria and Dith, Anna and Drusio, Christina and Giese, Nina and Gratsias, Emmanouil and Griewank, Klaus and Hallasch, Sandra and Hanhart, Zdenka and Herz, Saskia and Hohaus, Katja and Jansen, Philipp and Jockenh{\"o}fer, Finja and Kanaki, Theodora and Knispel, Sarah and Leonhard, Katja and Martaki, Anna and Matei, Liliana and Matull, Johanna and Olischewski, Alexandra and Petri, Maximilian and Placke, Jan-Malte and Raub, Simon and Salva, Katrin and Schlott, Swantje and Sody, Elsa and Steingrube, Nadine and Stoffels, Ingo and Ugurel, Selma and Sondermann, Wiebke and Zaremba, Anne and Gebhardt, Christoffer and Booken, Nina and Christolouka, Maria and Buder-Bakhaya, Kristina and Bokor-Billmann, Therezia and Alexander Enk and Gholam, Patrick and H{\"a}n{\ss}le, Holger and Salzmann, Martin and Sch{\"a}fer, Sarah and Sch{\"a}kel, Knut and Schank, Timo and Bohne, Ann-Sophie and Deffaa, Sophia and Drerup, Katharina and Egberts, Friederike and Erkens, Anna-Sophie and Ewald, Benjamin and Falkvoll, Sandra and Gerdes, Sascha and Harde, Viola and Hauschild, Axel and Jost, Marion and Kosova, Katja and Messinger, Laetitia and Metzner, Malte and Morrison, Kirsten and Motamedi, Rogina and Pinczker, Anja and Rosenthal, Anne and Scheller, Natalie and Schwarz, Thomas and St{\"o}lzl, Dora and Thielking, Federieke and Tomaschewski, Elena and Wehkamp, Ulrike and Weichenthal, Michael and Wiedow, Oliver and B{\"a}r, Claudia Maria and Bender-S{\"a}belkampf, Sophia and Horbr{\"u}gger, Marc and Karoglan, Ante and Kraas, Luise and Faulhaber, J{\"o}rg and Geraud, Cyrill and Guo, Ze and Koch, Philipp and Linke, Miriam and Maurier, Nolwenn and M{\"u}ller, Verena and Thomas, Benjamin and Jochen Sven Utikal and Alamri, Ali Saeed M. and Baczako, Andrea and Berking, Carola and Betke, Matthias and Haas, Carolin and Hartmann, Daniela and Heppt, Markus V. and Kilian, Katharina and Krammer, Sebastian and Lapczynski, Natalie Lidia and Mastnik, Sebastian and Nasifoglu, Suzan and Ruini, Cristel and Sattler, Elke and Schlaak, Max and Wolff, Hans and Achatz, Birgit and Bergbreiter, Astrid and Drexler, Konstantin and Ettinger, Monika and Haferkamp, Sebastian and Halupczok, Anna and Hegemann, Marie and Dinauer, Verena and Maagk, Maria and Mickler, Marion and Philipp, Biance and Wilm, Anna and Wittmann, Constanze and Gesierich, Anja and Glutsch, Valerie and Kahlert, Katrin and Kerstan, Andreas and Schilling, Bastian and Schr{\"u}fer, Philipp}
}
@article {2019,
	title = {Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task},
	journal = {European Journal of Cancer},
	volume = {113},
	year = {2019},
	month = {Jan-05-2019},
	pages = {47 - 54},
	issn = {09598049},
	doi = {10.1016/j.ejca.2019.04.001},
	author = {Brinker, Titus J. and Hekler, Achim and Alexander Enk and Klode, Joachim and Hauschild, Axel and Berking, Carola and Schilling, Bastian and Haferkamp, Sebastian and Schadendorf, Dirk and Holland-Letz, Tim and Jochen Sven Utikal and von Kalle, Christof and Ludwig-Peitsch, Wiebke and Sirokay, Judith and Heinzerling, Lucie and Albrecht, Magarete and Baratella, Katharina and Bischof, Lena and Chorti, Eleftheria and Dith, Anna and Drusio, Christina and Giese, Nina and Gratsias, Emmanouil and Griewank, Klaus and Hallasch, Sandra and Hanhart, Zdenka and Herz, Saskia and Hohaus, Katja and Jansen, Philipp and Jockenh{\"o}fer, Finja and Kanaki, Theodora and Knispel, Sarah and Leonhard, Katja and Martaki, Anna and Matei, Liliana and Matull, Johanna and Olischewski, Alexandra and Petri, Maximilian and Placke, Jan-Malte and Raub, Simon and Salva, Katrin and Schlott, Swantje and Sody, Elsa and Steingrube, Nadine and Stoffels, Ingo and Ugurel, Selma and Zaremba, Anne and Gebhardt, Christoffer and Booken, Nina and Christolouka, Maria and Buder-Bakhaya, Kristina and Bokor-Billmann, Therezia and Alexander Enk and Gholam, Patrick and H{\"a}n{\ss}le, Holger and Salzmann, Martin and Sch{\"a}fer, Sarah and Sch{\"a}kel, Knut and Schank, Timo and Bohne, Ann-Sophie and Deffaa, Sophia and Drerup, Katharina and Egberts, Friederike and Erkens, Anna-Sophie and Ewald, Benjamin and Falkvoll, Sandra and Gerdes, Sascha and Harde, Viola and Hauschild, Axel and Jost, Marion and Kosova, Katja and Messinger, Laetitia and Metzner, Malte and Morrison, Kirsten and Motamedi, Rogina and Pinczker, Anja and Rosenthal, Anne and Scheller, Natalie and Schwarz, Thomas and St{\"o}lzl, Dora and Thielking, Federieke and Tomaschewski, Elena and Wehkamp, Ulrike and Weichenthal, Michael and Wiedow, Oliver and B{\"a}r, Claudia Maria and Bender-S{\"a}belkampf, Sophia and Horbr{\"u}gger, Marc and Karoglan, Ante and Kraas, Luise and Faulhaber, J{\"o}rg and Geraud, Cyrill and Guo, Ze and Koch, Philipp and Linke, Miriam and Maurier, Nolwenn and M{\"u}ller, Verena and Thomas, Benjamin and Jochen Sven Utikal and Alamri, Ali Saeed M. and Baczako, Andrea and Berking, Carola and Betke, Matthias and Haas, Carolin and Hartmann, Daniela and Heppt, Markus V. and Kilian, Katharina and Krammer, Sebastian and Lapczynski, Natalie Lidia and Mastnik, Sebastian and Nasifoglu, Suzan and Ruini, Cristel and Sattler, Elke and Schlaak, Max and Wolff, Hans and Achatz, Birgit and Bergbreiter, Astrid and Drexler, Konstantin and Ettinger, Monika and Haferkamp, Sebastian and Halupczok, Anna and Hegemann, Marie and Dinauer, Verena and Maagk, Maria and Mickler, Marion and Philipp, Biance and Wilm, Anna and Wittmann, Constanze and Gesierich, Anja and Glutsch, Valerie and Kahlert, Katrin and Kerstan, Andreas and Schilling, Bastian and Schr{\"u}fer, Philipp}
}
@book {2019,
	title = {Designing AI futures: A symbiotic vision},
	volume = {1083},
	year = {2019},
	pages = {3 - 18},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-030-29742-8},
	issn = {1865-0929},
	doi = {10.1007/978-3-030-29743-5_1},
	author = {Gill, Karamjit S.},
	editor = {Kravets, Alla G. and Groumpos, Peter P. and Shcherbakov, Maxim and Kultsova, Marina}
}
@article {2019,
	title = {Digital Economics},
	journal = {Journal of Economic Literature},
	volume = {57},
	year = {2019},
	month = {Jan-03-2019},
	pages = {3 - 43},
	issn = {0022-0515},
	doi = {10.1257/jel.20171452},
	author = {Goldfarb, Avi and Tucker, Catherine}
}
@article {2019,
	title = {Digital inequalities in the age of artificial intelligence and big data},
	journal = {Human Behavior and Emerging Technologies},
	volume = {1},
	year = {2019},
	month = {Feb-04-2021},
	pages = {141 - 148},
	issn = {2578-1863},
	doi = {10.1002/hbe2.140},
	author = {Lutz, Christoph}
}
@article {2019,
	title = {Digitalization and the future of work: Macroeconomic consequences},
	year = {2019},
	publisher = {ZEW - Leibniz-Zentrum f{\"u}r Europ{\"a}ische Wirtschaftsforschung},
	abstract = {Computing power continues to grow at an enormous rate. Simultaneously, more and better data is increasingly available and Machine Learning methods have seen significant breakthroughs in the recent past. All this pushes further the boundary of what machines can do. Nowadays increasingly complex tasks are automatable at a precision which seemed infeasible only few years ago. The examples range from voice and image recognition, playing Go, to self-driving vehicles. Machines are able to perform more and more manual and also cognitive tasks that previously only humans could do. As a result of these developments, some argue that large shares of jobs are "at risk of automation", spurring public fears of massive job-losses and technological unemployment. This chapter discusses how new digital technologies might affect the labor market in the near future. First, the chapter discusses estimates of automation potentials, showing that many estimates are severely upward biased because they ignore that workers in seemingly automatable occupations already take over hard-to-automate tasks. Secondly, it highlights that these numbers only refer to what theoretically could be automated and that this must not be equated with job-losses or employment effects - a mistake that is done often in the public debate. Thirdly, the chapter develops scenarios on how digitalization is likely to affect the German labor market in the next five years and derives implications for policy makers on how to shape the future of work. Germany is an interesting case to study, as it is a developed country at the technological frontier. In particular, the main challenge will not be the number, but the structure of jobs and the corresponding need for supply side adjustments to meet the shift in demand both within and between occupations and sectors.},
	keywords = {automation, Digitalization, Inequality, unemployment},
	url = {http://hdl.handle.net/10419/200063},
	author = {Melanie Arntz and Terry Gregory and Ulrich Zierahn}
}
@conference {2019,
	title = {Does automation influence career decisions among South African students?},
	booktitle = {the South African Institute of Computer Scientists and Information Technologists 2019Proceedings of the South African Institute of Computer Scientists and Information Technologists 2019 on ZZZ - SAICSIT {\textquoteright}19},
	year = {2019},
	pages = {1 - 10},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {Skukuza, South AfricaNew York, New York, USA},
	isbn = {9781450372657},
	doi = {10.1145/335110810.1145/3351108.3351137},
	author = {Mbilini, Sakhumzi N. and le Roux, Daniel B. and Parry, Douglas A.}
}
@article {2019,
	title = {Does the use of synchrony and artificial intelligence in video interviews affect interview ratings and applicant attitudes?},
	journal = {Computers in Human Behavior},
	volume = {98},
	year = {2019},
	month = {Jan-09-2019},
	pages = {93 - 101},
	issn = {07475632},
	doi = {10.1016/j.chb.2019.04.012},
	author = {Suen, Hung-Yue and Chen, Mavis Yi-Ching and Lu, Shih-Hao}
}
@article {2019,
	title = {Is a driverless future also jobless?},
	year = {2019},
	institution = {W.E. Upjohn Institute},
	doi = {10.17848/pb2019-17},
	author = {Groshen, Erica L.}
}
@article {2019,
	title = {Economic, Social Impacts and Operation of Smart Factories in Industry 4.0 Focusing on Simulation and Artificial Intelligence of Collaborating Robots},
	journal = {Social Sciences},
	volume = {8},
	year = {2019},
	month = {Jan-05-2019},
	pages = {143},
	doi = {10.3390/socsci8050143},
	author = {Benotsmane, Rabab and Kov{\'a}cs, Gy{\"o}rgy and Dud{\'a}s, L{\'a}szl{\'o}}
}
@book {2019,
	title = {Educating those most impacted by artificial intelligence},
	volume = {11626},
	year = {2019},
	pages = {344 - 349},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-030-23206-1},
	issn = {0302-9743},
	doi = {10.1007/978-3-030-23207-8_63},
	author = {Gemmell, Laura and Wenham, Lucy and Hauert, Sabine},
	editor = {Isotani, Seiji and Mill{\'a}n, Eva and Ogan, Amy and Hastings, Peter and McLaren, Bruce and Luckin, Rose}
}
@book {2019,
	title = {The emergence of complexity},
	year = {2019},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-030-31837-6},
	issn = {2366-1658},
	doi = {10.1007/978-3-030-31839-0},
	author = {Hager, Paul and Beckett, David}
}
@article {2019,
	title = {Emotional processes in human-robot interaction during brief cognitive testing},
	journal = {Computers in Human Behavior},
	volume = {90},
	year = {2019},
	month = {Jan-01-2019},
	pages = {331 - 342},
	issn = {07475632},
	doi = {10.1016/j.chb.2018.08.013},
	author = {Desideri, Lorenzo and Ottaviani, Cristina and Malavasi, Massimiliano and di Marzio, Roberto and Bonifacci, Paola}
}
@article {2019,
	title = { Employment Transformation through Artificial Intelligence },
	year = {2019},
	note = {We all are moving at pace towards innovative technologies and adopting these technologies, human are being entered into the digital world, where they are going to be facilitated by transformed traditional systems into modern systems. In next few years, most of systems will be smart and able to do anything as human can do. This transformation will be a reason to bring the human into very comfort zone where they will take the advantages of these modern facilities. This transformation will help to government in developing the new aspects of developments in their country .As today, the traditional systems are being smart and intelligence along with that cities are also being smart day by day. This transformation will be a cause of bringing a big revolution for the human{\textquoteright}s life across the world. On another side, this transformation will have positive and negative impact on employability in different sectors. India is essentially entering into a new industrial revolution and it is going to wipe out millions of jobs in India. Innovative transformation through industry revolution will restructure the infrastructure and working environment in services as well as in manufacturing industries. Productivity and revenue of industries will be up after replacing existing methods with innovative methods. Basically, these innovative methods will replace the human with intellectual artificial (AI) machines which will transform the working environment of industries partially or entirely. AI Machines will be responsible for transformation in employability across the world. Machine will take control over the human work means in future most of the work will be executed by the Artificial..},
	edition = {International Journal of Applied Engineering Research},
	url = {https://scholar.google.co.in/citations?user=5wxReHAAAAAJ\&hl=en$\#$d=gs_md_cita-d\&u=\%2Fcitations\%3Fview_op\%3Dview_citation\%26hl\%3Den\%26user\%3D5wxReHAAAAAJ\%26citation_for_view\%3D5wxReHAAAAAJ\%3Ad1gkVwhDpl0C\%26tzom\%3D300},
	author = {Dheeraj Singh, and Geetali Tilak}
}
@article {2019,
	title = {Examples of artificial intelligence in education},
	year = {2019},
	keywords = {process automation},
	url = {https://emerj.com/ai-sector-overviews/examples-of-artificial-intelligence-in-education/},
	author = {Daniel Faggella}
}
@article {2019,
	title = {Exploring and developing policies to future proof Washington{\textquoteright}s workers and businesses},
	year = {2019},
	institution = {Workforce Training and Education Coordinating Board},
	url = {http://www.wtb.wa.gov/Documents/FutureofWork2018Report.pdf},
	author = {Joe Wilcox and Lew McMurran}
}
@article {2019,
	title = {An Extensive Review on Recent Emerging Applications of Artificial Intelligence},
	journal = {Asia-pacific Journal of Convergent Research Interchange},
	volume = {5},
	year = {2019},
	month = {Jun-06-2021},
	pages = {79 - 88},
	issn = {25089080},
	doi = {10.21742/apjcri10.21742/apjcri.2019.0610.21742/apjcri.2019.06.09},
	url = {http://www.apjcri.org/papers/v5n2/9.pdf},
	author = {Harini, B}
}
@conference {2019,
	title = {Fairer but not fair enough on the equitability of knowledge tracing},
	booktitle = {the 9th International ConferenceProceedings of the 9th International Conference on Learning Analytics \& Knowledge  - LAK19},
	year = {2019},
	pages = {335 - 339},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {Tempe, AZ, USANew York, New York, USA},
	isbn = {9781450362566},
	doi = {10.1145/3303772.3303838},
	author = {Doroudi, Shayan and Brunskill, Emma}
}
@book {2019,
	title = {The fourth industrial revolution: Trends and impacts on the world of work},
	year = {2019},
	pages = {177 - 194},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-94531-6},
	doi = {10.1007/978-3-319-94532-3_115},
	author = {Kim, Sang Yun},
	editor = {McGrath, Simon and Mulder, Martin and Papier, Joy and Suart, Rebecca}
}
@article {2019,
	title = {From immigrants to robots: The changing locus of substitutes for workers},
	year = {2019},
	institution = {National Bureau of Economic Research},
	address = {Cambridge, MA},
	doi = {10.3386/w25438},
	url = {http://www.nber.org/papers/w25438.pdf},
	author = {Borjas, George and Freeman, Richard}
}
@article {2019,
	title = {The future digital work force:  Robotic process automation (RPA)},
	journal = {Journal of Information Systems and Technology Management},
	volume = {16},
	year = {2019},
	month = {Apr-01-2019},
	doi = {10.4301/S1807-1775201916001},
	author = {Madakam, Somayya and M. Holmukhe, Rajesh and Kumar Jaiswal, Durgesh}
}
@article {2019,
	title = {The future of health care: Protocol for measuring the potential of task automation grounded in the national health service primary care system},
	journal = {JMIR Research Protocols},
	volume = {8},
	year = {2019},
	month = {Jan-01-2019},
	pages = {e11232},
	doi = {10.2196/11232},
	author = {Willis, Matthew and Duckworth, Paul and Coulter, Angela and Meyer, Eric T and Osborne, Michael}
}
@conference {2019,
	title = {The future of human-AI collaboration: A taxonomy of design knowledge for hybrid intelligence systems},
	booktitle = {Hawaii International Conference on System Sciences (HICSS)},
	year = {2019},
	month = {09/2018},
	abstract = {Recent technological advances, especially in the field of machine learning, provide astonishing progress on the road towards artificial general intelligence. However, tasks in current real-world business applications cannot yet be solved by machines alone. We, therefore, identify the need for developing socio-technological ensembles of humans and machines. Such systems possess the ability to accomplish complex goals by combining human and artificial intelligence to collectively achieve superior results and continuously improve by learning from each other. Thus, the need for structured design knowledge for those systems arises. Following a taxonomy development method, this article provides three main contributions: First, we present a structured overview of interdisciplinary research on the role of humans in the machine learning pipeline. Second, we envision hybrid intelligence systems and conceptualize the relevant dimensions for system design for the first time. Finally, we offer useful guidance for system developers during the implementation of such applications.},
	url = {https://www.alexandria.unisg.ch/publications/254994},
	author = {Dominik Dellermann and Adrian Calma and Nikolaus Lipusch and Thorsten Weber and Sascha Weigel and Philipp Ebel}
}
@article {2019,
	title = {The future of the work in America},
	year = {2019},
	month = {07/2019},
	keywords = {consulting reports},
	url = {https://www.mckinsey.com/featured-insights/future-of-work/the-future-of-work-in-america-people-and-places-today-and-tomorrow},
	author = {Susan Lund and James Manyika and Liz Hilton Segal and Andre Dua and Bryan Hancock and Scott Rutherford and Brent Macon}
}
@article {2019,
	title = {The future of women at work},
	volume = {McKinsey Global Institute},
	year = {2019},
	month = {06/2019},
	keywords = {consulting reports},
	url = {https://www.mckinsey.com/~/media/mckinsey/featured\%20insights/gender\%20equality/the\%20future\%20of\%20women\%20at\%20work\%20transitions\%20in\%20the\%20age\%20of\%20automation/mgi-the-future-of-women-at-work-full-report-june\%202019.ashx},
	author = {Anu Madgavkar and James Manyika and Mekala Krishnan and Kweilin Ellingrud and Lareina Yee and Jonathan Woetzel and Michael Chui and Vivian Hunt and Sruti Balakrishnan}
}
@article {2019,
	title = {Future of work initiatives promise lots of noise and lots of activity, but to what end?},
	year = {2019},
	url = {https://sloanreview.mit.edu/article/reframing-the-future-of-work/},
	author = {Jeff Schwartz and John Hagel III and Maggie Wooll and Kelly Monahan}
}
@article {2019,
	title = {Getting ready for a post-work future},
	journal = {Foresight and STI Governance},
	volume = {13},
	year = {2019},
	month = {Jun-03-2021},
	pages = {19 - 30},
	doi = {10.17323/2500-2597.2019.1.19.30},
	author = {Hines, Andy}
}
@article {2019,
	title = {Global commission on the future of work},
	year = {2019},
	institution = {International Labour Organization },
	keywords = {government reports},
	url = {https://www.ilo.org/global/topics/future-of-work/WCMS_569528/lang--en/index.htm},
	author = {Cyril  Ramaphosa and Stefan Lofven}
}
@article {2019,
	title = {Google{\textquoteright}s head of translation on fighting bias in language and why AI loves religious texts},
	year = {2019},
	url = {https://www.theverge.com/2019/1/30/18195909/google-translate-ai-machine-learning-bias-religion-macduff-hughes-interview},
	author = {James Vincent}
}
@proceedings {2019,
	title = {The governance of artificial intelligence},
	year = {2019},
	month = {05/2019},
	keywords = {AI use cases},
	url = {https://www.bankofengland.co.uk/-/media/boe/files/speech/2019/managing-machines-the-governance-of-artificial-intelligence-speech-by-james-proudman},
	author = {James Proudman}
}
@article {2019,
	title = {Governance of artificial intelligence and personal health information},
	journal = {Digital Policy, Regulation and Governance},
	volume = {21},
	year = {2019},
	month = {Jan-05-2020},
	pages = {280 - 290},
	issn = {2398-5038},
	doi = {10.1108/DPRG-08-2018-0048},
	author = {Winter, Jenifer Sunrise and Davidson, Elizabeth}
}
@article {2019,
	title = {Higher education in the age of Artificial Intelligence},
	journal = {Postdigital Science and Education},
	volume = {1},
	year = {2019},
	month = {Jan-04-2019},
	pages = {236 - 239},
	issn = {2524-485X},
	doi = {10.1007/s42438-018-0005-8},
	author = {Sudlow, Brian}
}
@article {2019,
	title = {How 5 data dynamos do their jobs},
	year = {2019},
	url = {https://www.nytimes.com/2019/06/12/reader-center/data-reporting-spreadsheets.html},
	author = {Lindsey Rogers Cook}
}
@book {2019,
	title = {How artificial intelligence and machine learning can impact market design},
	year = {2019},
	pages = {567 - 586},
	publisher = {University of Chicago Press},
	organization = {University of Chicago Press},
	isbn = {9780226613338},
	doi = {10.7208/chicago/9780226613475.003.0023},
	author = {Agrawal, Ajay and Gans, Joshua and Goldfarb, Avi}
}
@article {2019,
	title = {How big data is changing the job market},
	year = {2019},
	url = {https://www.dropbox.com/sh/8sxki5mwikjxlte/AAB6zvW5F0s2FIJ6jUmEW7P-a/Popular\%20press\%20about\%20impacts?dl=0\&preview=How+Big+Data+Is+Changing+the+Job+Market.pdf\&subfolder_nav_tracking=1},
	author = {Editorial Team}
}
@article {2019,
	title = {How frightened should we be of AI ? },
	year = {2019},
	url = {https://www.newyorker.com/books/double-take/sunday-reading-the-rise-of-artificial-intelligence},
	author = {Tad Friend}
}
@conference {2019,
	title = {How May I Help You? {\textendash} State of the Art and Open Research Questions for Chatbots at the Digital Workplace},
	booktitle = {Hawaii International Conference on System SciencesProceedings of the 52nd Hawaii International Conference on System Sciences},
	year = {2019},
	publisher = {Hawaii International Conference on System Sciences},
	organization = {Hawaii International Conference on System Sciences},
	isbn = {978-0-9981331-2-6},
	doi = {10.24251/HICSS.2019.013},
	author = {Meyer von Wolff, Raphael and Hobert, Sebastian and Schumann, Matthias}
}
@article {2019,
	title = {How one scientist coped when AI beat him at his life{\textquoteright}s work},
	year = {2019},
	url = {https://www.vox.com/future-perfect/2019/2/15/18226493/deepmind-alphafold-artificial-intelligence-protein-folding},
	author = {Sigal Samuel}
}
@conference {2019,
	title = {How Smart is your Manufacturing? Build Smarter with AI},
	booktitle = {2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC)2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC)},
	year = {2019},
	pages = {55 - 60},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Milwaukee, WI, USA},
	isbn = {978-1-7281-2607-4},
	doi = {10.1109/COMPSAC.2019.10183},
	author = {Mcmahon, Mike and Mumper, Dale and Ihaza, Mitsuko and Farrar, Dominic}
}
@article {2019,
	title = {Human resource technology disruptions and their implications for human resources management in healthcare organizations},
	journal = {BMC Health Services Research},
	volume = {19},
	year = {2019},
	month = {Jan-12-2019},
	doi = {10.1186/s12913-019-4068-3},
	author = {Tursunbayeva, Aizhan}
}
@article {2019,
	title = {Hybrid Intelligence},
	journal = {Business \& Information Systems Engineering},
	volume = {61},
	year = {2019},
	month = {Jan-10-2019},
	pages = {637 - 643},
	issn = {2363-7005},
	doi = {10.1007/s12599-019-00595-2},
	author = {Dellermann, Dominik and Ebel, Philipp and S{\"o}llner, Matthias and Leimeister, Jan Marco}
}
@conference {2019,
	title = {IBM Talent Management Solutions The role of AI in mitigating bias to enhance diversity and inclusion},
	year = {2019},
	note = {In this paper, we examine the nature of diversity and inclusion (D\&I), explore biases as an inhibitor to more diverse and inclusive workplaces, and provide insights into the role that AI can play in mitigating biases. We then offer practical recommendations to organizations who are looking to adopt AI in their HR practices.},
	month = {03/2019},
	url = {https://www.ibm.com/downloads/cas/2DZELQ4O},
	author = {Haiyan Zhang and Sheri Feinzi and Louise Raisbec and Iain McCombe and Nigel Guenol and Jenny Montalt and Kimberley Messe}
}
@article {2019,
	title = {The impact of automation technologies for employment in Northern Ireland},
	year = {2019},
	publisher = {Nevin Economic Research Institute},
	keywords = {economics of automation},
	url = {https://www.nerinstitute.net/research/the-future-of-work-the-impact-of-automation-techno-1/},
	author = {Lisa Wilson and Paul Mac Flynn}
}
@article {2019,
	title = {The impact of emerging technologies on work: a review of the evidence and implications for the human resource function},
	journal = {Emerald Open Research},
	volume = {1},
	year = {2019},
	month = {Jan-01-2019},
	pages = {5},
	doi = {10.12688/emeraldopenres.12907.1},
	author = {Parry, Emma and Battista, Valentina}
}
@conference {2019,
	title = {Impacts of Artificial Intelligence on Public Administration: A Systematic Literature Review},
	booktitle = {2019 14th Iberian Conference on Information Systems and Technologies (CISTI)},
	year = {2019},
	isbn = {978-989-98434-9-3},
	url = {https://ieeexplore.ieee.org/document/8760778},
	author = {Jo{\~a}o Reis and Paula Esp{\'\i}rito Santo and Lisbon, Portugal and Nuno Mel{\~a}o}
}
@conference {2019,
	title = {Inferring work task automatability from AI expert evidence},
	booktitle = {the 2019 AAAI/ACM ConferenceProceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society  - AIES {\textquoteright}19},
	year = {2019},
	pages = {485 - 491},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {Honolulu, HI, USANew York, New York, USA},
	isbn = {9781450363242},
	doi = {10.1145/330661810.1145/3306618.3314247},
	author = {Duckworth, Paul and Graham, Logan and Osborne, Michael}
}
@article {2019,
	title = {Integrating ethical values and economic value to steer progress in Artificial Intelligenc},
	year = {2019},
	month = {08/2019},
	keywords = {ethics},
	url = {https://www.nber.org/papers/w26130},
	author = {Anton Korinek}
}
@article {2019,
	title = {Introduction: The Future of Jobs in an Increasingly Autonomous Economy},
	journal = {Journal of Management Inquiry},
	volume = {28},
	year = {2019},
	month = {Jun-07-2021},
	pages = {298 - 299},
	issn = {1056-4926},
	doi = {10.1177/1056492619827373},
	author = {Choi, David Y. and Kang, Jae Hyeung}
}
@article {2019,
	title = {Labor, technology and work organization: An introduction to the forum},
	journal = {Journal of Industrial and Business Economics},
	volume = {46},
	year = {2019},
	month = {Jan-09-2019},
	pages = {313 - 321},
	issn = {0391-2078},
	doi = {10.1007/s40812-019-00126-w},
	author = {Cirillo, Valeria and Molero Zayas, Jos{\'e}}
}
@article {2019,
	title = {A machine is cheaper than a human for the same task},
	journal = {AI \& SOCIETY},
	year = {2019},
	month = {Feb-01-2019},
	issn = {0951-5666},
	doi = {10.1007/s00146-018-0874-0},
	author = {Pereira, Lu{\'\i}s Moniz}
}
@article {2019,
	title = {Machine learning concepts, concerns and opportunities for a pediatric radiologist},
	journal = {Pediatric Radiology},
	volume = {49},
	year = {2019},
	month = {Jan-04-2019},
	pages = {509 - 516},
	issn = {0301-0449},
	doi = {10.1007/s00247-018-4277-7},
	author = {Moore, Michael M. and Slonimsky, Einat and Long, Aaron D. and Sze, Raymond W. and Iyer, Ramesh S.}
}
@inbook {2019,
	title = {Machine learning for clinical psychology and clinical neuroscience},
	booktitle = {researchgate.net},
	year = {2019},
	abstract = {A rapid growth in computational power and an increasing availability of large, publicly-accessible, multimodal datasets present new opportunities for psychology and neuroscience researchers to ask novel questions, and to approach old questions in novel ways. Studies of the personal characteristics, situation-specific factors, and sociocultural contexts that result in the onset, development, maintenance, and remission of psychopathology, are particularly well-suited to benefit from machine learning methods. However, introductory textbooks for machine learning rarely tailor their guidance to the needs of psychology and neuroscience researchers. Similarly, the traditional statistical training of clinical scientists often does not incorporate these approaches. This chapter acts as an introduction to machine learning for researchers in the fields of clinical psychology and clinical neuroscience. We discuss these methods, illustrated through real and hypothetical applications in the fields of clinical psychology and clinical neuroscience. We touch on study design, selecting appropriate techniques, how (and how not) to interpret results, and more, to aid researchers who are interested in applying machine learning methods to clinical science data.},
	url = {https://www.researchgate.net/publication/331000572_Machine_Learning_for_Clinical_Psychology_and_Clinical_Neuroscience},
	author = {Marc N. Countanche and Lauren S. Hallion}
}
@conference {2019,
	title = {Machine learning in Artificial Intelligence: Towards a common understanding},
	booktitle = {Hawaii International Conference on System SciencesProceedings of the 52nd Hawaii International Conference on System Sciences},
	year = {2019},
	publisher = {Hawaii International Conference on System Sciences},
	organization = {Hawaii International Conference on System Sciences},
	doi = {10.24251/HICSS.2019.630},
	author = {K{\"u}hl, Niklas and Goutier, Marc and Hirt, Robin and Satzger, Gerhard}
}
@article {2019,
	title = {A Machine Learning Platform to Optimize the Translation of Personalized Network Models to the Clinic},
	journal = {JCO Clinical Cancer Informatics},
	year = {2019},
	month = {Jan-04-2019},
	pages = {1 - 17},
	issn = {2473-4276},
	doi = {10.1200/CCI.18.00056},
	author = {Salvucci, Manuela and Rahman, Arman and Resler, Alexa J. and Udupi, Girish M. and McNamara, Deborah A. and Kay, Elaine W. and Laurent-Puig, Pierre and Longley, Daniel B. and Johnston, Patrick G. and Lawler, Mark and Wilson, Richard and Salto-Tellez, Manuel and Van Schaeybroeck, Sandra and Rafferty, Mairin and Gallagher, William M. and Rehm, Markus and Prehn, Jochen H.M.}
}
@article {2019,
	title = {Marketing AI recruitment: The next phase in job application and selection},
	journal = {Computers in Human Behavior},
	volume = {90},
	year = {2019},
	month = {Jan-01-2019},
	pages = {215 - 222},
	issn = {07475632},
	doi = {10.1016/j.chb.2018.09.009},
	author = {van Esch, Patrick and Black, J. Stewart and Ferolie, Joseph}
}
@article {2019,
	title = {Massive technological unemployment without redistribution: A case for cautious optimism},
	journal = {Science and Engineering Ethics},
	volume = {25},
	year = {2019},
	month = {Jan-10-2019},
	pages = {1389 - 1407},
	issn = {1353-3452},
	doi = {10.1007/s11948-018-0070-0},
	author = {Chomanski, Bartek}
}
@article {2019,
	title = {Mitigating bias in algorithmic employment screening: Evaluating claims and practices},
	year = {2019},
	abstract = {<p>There has been rapidly growing interest in the use of algorithms for employment assessment,especially as a means to address or mitigate bias in hiring. Yet, to date, little is known abouthow these methods are being used in practice. How are algorithmic assessments built, vali-dated, and examined for bias? In this work, we document and assess the claims and practicesof companies offering algorithms for employment assessment, using a methodology that can beapplied to evaluate similar applications and issues of bias in other domains. In particular, weidentify vendors of algorithmic pre-employment assessments (i.e., algorithms to screen candi-dates), document what they have disclosed about their development and validation procedures,and evaluate their techniques for detecting and mitigating bias. We find that companies{\textquoteright} for-mulation of {\textquotedblleft}bias{\textquotedblright} varies, as do their approaches to dealing with it. We also discuss the variouschoices vendors make regarding data collection and prediction targets, in light of the risks andtrade-offs that these choices pose. We consider the implications of these choices and we raise anumber of technical and legal considerations.</p>},
	keywords = {social power of algorithms},
	url = {https://www.researchgate.net/publication/333971698_Mitigating_Bias_in_Algorithmic_Employment_Screening_Evaluating_Claims_and_Practices},
	author = {Manish Raghavan and Solon Barocas and Jon KleinbergKaren Levy}
}
@article {2019,
	title = {The moderating roles of perceived organizational support and competitive psychological climate},
	journal = {Tourism Management},
	volume = {73},
	year = {2019},
	month = {Jan-08-2019},
	pages = {172 - 181},
	issn = {02615177},
	doi = {10.1016/j.tourman.2019.02.006},
	author = {Li, Jun (Justin) and Bonn, Mark A. and Ye, Ben Haobin}
}
@book {2019,
	title = {Moral reasoning at work automation and ethics},
	year = {2019},
	pages = {69 - 77},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-030-15190-4},
	url = {10.1007/978-3-030-15191-1_8},
	author = {Kvalnes, {\O}yvind and Kvalnes, {\O}yvind}
}
@article {2019,
	title = {Negotiated and reciprocal exchange structures in human-agent cooperation},
	journal = {Computers in Human Behavior},
	volume = {90},
	year = {2019},
	month = {Jan-01-2019},
	pages = {288 - 297},
	issn = {07475632},
	doi = {10.1016/j.chb.2018.08.012},
	author = {Chiou, Erin K. and Lee, John D. and Su, Tianshuo}
}
@article {2019,
	title = {Net job creation in an increasingly autonomous economy: The challenge of a generation},
	journal = {Journal of Management Inquiry},
	volume = {28},
	year = {2019},
	month = {Jun-07-2021},
	pages = {300 - 305},
	issn = {1056-4926},
	doi = {10.1177/1056492619827372},
	author = {Choi, David Y. and Kang, Jae Hyeung}
}
@article {2019,
	title = {Nurses{\textquoteright} Views on the Potential Use of Robots in the Pediatric Unit},
	journal = {Journal of Pediatric Nursing},
	volume = {47},
	year = {2019},
	month = {Jan-07-2019},
	pages = {e58 - e64},
	issn = {08825963},
	doi = {10.1016/j.pedn.2019.04.027},
	author = {Liang, Hwey-Fang and Wu, Kuang-Ming and Weng, Cheng-Hsing and Hsieh, Hui-Wen}
}
@article {2019,
	title = {Physician perspectives on integration of artificial intelligence into diagnostic pathology},
	journal = {npj Digital Medicine},
	volume = {2},
	year = {2019},
	month = {Jan-12-2019},
	doi = {10.1038/s41746-019-0106-0},
	author = {Sarwar, Shihab and Dent, Anglin and Faust, Kevin and Richer, Maxime and Djuric, Ugljesa and Van Ommeren, Randy and Diamandis, Phedias}
}
@article {2019,
	title = {Pooling knowledge through artificial swarm intelligence to improve business decision making},
	journal = {California Management Review},
	volume = {61},
	year = {2019},
	month = {Sep-08-2019},
	pages = {84 - 109},
	issn = {0008-1256},
	doi = {10.1177/0008125619862256},
	author = {Metcalf, Lynn and Askay, David A. and Rosenberg, Louis B.}
}
@article {2019,
	title = {The potential for artificial intelligence in healthcare},
	journal = {Future Healthcare Journal},
	volume = {6},
	year = {2019},
	month = {Jan-06-2020},
	pages = {94 - 98},
	issn = {2514-6645},
	doi = {10.7861/futurehosp.6-2-94},
	author = {Davenport, Thomas and Kalakota, Ravi}
}
@article {2019,
	title = {Precarious lives: Job insecurity and well-being in rich democracies},
	journal = {Social Forces},
	volume = {97},
	year = {2019},
	month = {Jun-04-2019},
	pages = {e1 - e3},
	issn = {0037-7732},
	doi = {10.1093/sf/soz022},
	author = {Pugh, Allison J}
}
@article {2019,
	title = {The present and future of deep learning in radiology},
	journal = {European Journal of Radiology},
	volume = {114},
	year = {2019},
	month = {Jan-05-2019},
	pages = {14 - 24},
	issn = {0720048X},
	doi = {10.1016/j.ejrad.2019.02.038},
	url = {https://doi.org/10.1016/j.ejrad.2019.02.038},
	author = {Saba, Luca and Biswas, Mainak and Kuppili, Venkatanareshbabu and Cuadrado Godia, Elisa and Suri, Harman S. and Edla, Damodar Reddy and Omerzu, Toma{\v z} and Laird, John R. and Khanna, Narendra N. and Mavrogeni, Sophie and Protogerou, Athanasios and Sfikakis, Petros P. and Viswanathan, Vijay and Kitas, George D. and Nicolaides, Andrew and Gupta, Ajay and Suri, Jasjit S.}
}
@article {2019,
	title = {Primer on artificial intelligence and robotics},
	journal = {Journal of Organization Design},
	volume = {8},
	year = {2019},
	month = {Jan-12-2019},
	doi = {10.1186/s41469-019-0050-0},
	author = {Raj, Manav and Seamans, Robert}
}
@article {2019,
	title = {Questions for artificial intelligence in health care},
	journal = {JAMA},
	volume = {321},
	year = {2019},
	month = {Jan-01-2019},
	pages = {31},
	issn = {0098-7484},
	doi = {10.1001/jama.2018.18932},
	author = {Maddox, Thomas M. and Rumsfeld, John S. and Payne, Philip R. O.}
}
@mastersthesis {2019,
	title = {Recruiters just wanna have AI?},
	year = {2019},
	edition = {Spring semester 2019},
	url = {https://liu.diva-portal.org/smash/get/diva2:1333711/FULLTEXT01.pdf},
	author = {Hannimari Savola and Bijona Troqe}
}
@article {2019,
	title = {A Review of the Social Impacts and Ethical Implications of Artificial Intelligence},
	year = {2019},
	publisher = {Global AI Ethics},
	keywords = {ethics},
	url = {https://arxiv.org/ftp/arxiv/papers/1907/1907.07892.pdf},
	author = {Alexa Hagerty and Igor Rubinov}
}
@article {2019,
	title = {The rise of robots! Effects on employment and income},
	journal = {{\"O}neri Dergisi},
	year = {2019},
	month = {Jun-02-2019},
	pages = {1 - 17},
	issn = {1300-0845},
	doi = {10.14783/maruoneri.vi.522005},
	author = {{\"O}ZCAN, Rasim}
}
@article {2019,
	title = {Rise of the Machines: Advances in Deep Learning for Cancer Diagnosis},
	journal = {Trends in Cancer},
	volume = {5},
	year = {2019},
	month = {Jan-03-2019},
	pages = {157 - 169},
	issn = {24058033},
	doi = {10.1016/j.trecan.2019.02.002},
	author = {Levine, Adrian B. and Schlosser, Colin and Grewal, Jasleen and Coope, Robin and Jones, Steve J.M. and Yip, Stephen}
}
@conference {2019,
	title = {The roles of initiated and received task interdependence},
	booktitle = {Hawaii International Conference on System SciencesProceedings of the 52nd Hawaii International Conference on System Sciences},
	year = {2019},
	publisher = {Hawaii International Conference on System Sciences},
	organization = {Hawaii International Conference on System Sciences},
	doi = {10.24251/HICSS.2019.119},
	author = {Berntzen, Marthe and Wong, Sut I}
}
@article {2019,
	title = {The solution lies in education: Artificial intelligence \& the skills gap},
	journal = {On the Horizon},
	volume = {27},
	year = {2019},
	month = {Nov-03-2019},
	pages = {1 - 4},
	issn = {1074-8121},
	doi = {10.1108/OTH-03-2019-096},
	author = {Chrisinger, David}
}
@book {2019,
	title = {Steps toward a scaffolding design framework},
	year = {2019},
	pages = {149 - 161},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-030-12333-8},
	issn = {1571-5035},
	doi = {10.1007/978-3-030-12334-5_5},
	author = {Correia, Ant{\'o}nio and Jameel, Shoaib and Paredes, Hugo and Fonseca, Benjamim and Schneider, Daniel},
	editor = {Khan, Vassillis-Javed and Papangelis, Konstantinos and Lykourentzou, Ioanna and Markopoulos, Panos}
}
@article {2019,
	title = {A study of artificial intelligence and it{\textquoteright}s role on human resource management},
	journal = {International Journal of Research and Analytical Review},
	volume = {6},
	year = {2019},
	url = {https://www.researchgate.net/publication/331596981_A_Study_of_Artificial_Intelligence_and_its_role_in_Human_Resource_Management},
	author = {Vivek V. Yawalkar}
}
@article {2019,
	title = {Synthesis of Strategies for Robotic Process Automation},
	year = {2019},
	url = {http://ceur-ws.org/Vol-2400/paper-53.pdf},
	author = {Simone Agostinelli}
}
@book {2019,
	title = {Technology and Work Worth Doing (Not Jobs) Post-AlphaGo: A World-Building Workshop on the Future of Artificial Intelligence},
	year = {2019},
	publisher = {RAND Corporation},
	organization = {RAND Corporation},
	doi = {10.7249/CF398},
	author = {Pendleton-Jullian, Ann and Lempert, Robert}
}
@article {2019,
	title = {Ten ways the precautionary principle undermines progress in artificial intelligence},
	year = {2019},
	month = {02/2019},
	keywords = {consulting reports},
	url = {https://itif.org/publications/2019/02/04/ten-ways-precautionary-principle-undermines-progress-artificial-intelligence},
	author = {Daniel Castro and Michael McLaughlin}
}
@article {2019,
	title = {There is no general AI: Why Turing machines cannot pass the Turing test},
	year = {2019},
	url = {https://arxiv.org/abs/1906.05833},
	author = {Jobst Landgrebe}
}
@article {2019,
	title = {Is this time different? A note on automation and labour in the fourth industrial revolution},
	journal = {Journal of Industrial and Business Economics},
	volume = {46},
	year = {2019},
	month = {Jan-09-2019},
	pages = {323 - 331},
	keywords = {economics of automation},
	issn = {0391-2078},
	doi = {10.1007/s40812-019-00123-z},
	author = {Marengo, Luigi}
}
@article {2019,
	title = {Is this time different? How digitalization influences job creation and destruction},
	journal = {Research Policy},
	volume = {48},
	year = {2019},
	month = {Jan-10-2019},
	pages = {103765},
	issn = {00487333},
	doi = {10.1016/j.respol.2019.03.010},
	author = {Balsmeier, Benjamin and Woerter, Martin}
}
@article {2019,
	title = {{\textquotedblleft}This time may be a little different{\textquotedblright} {\textendash} exploring the Finnish view on the future of work},
	journal = {International Journal of Sociology and Social Policy},
	volume = {39},
	year = {2019},
	month = {Nov-03-2019},
	pages = {22 - 37},
	issn = {0144-333X},
	doi = {10.1108/IJSSP-05-2018-0070},
	author = {Pulkka, Ville-Veikko}
}
@book {2019,
	title = {Toward a conceptual framework for understanding AI action and legal reaction},
	volume = {11489},
	year = {2019},
	pages = {453 - 459},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-030-18304-2},
	issn = {0302-9743},
	doi = {10.1007/978-3-030-18305-9_44},
	author = {Dahya, Raheena and Morris, Alexis},
	editor = {Meurs, Marie-Jean and Rudzicz, Frank}
}
@article {2019,
	title = {Towards a smart automated society: Cognitive technologies, knowledge production, and economic growth},
	journal = {Economics, Management, and Financial Markets},
	volume = {14},
	year = {2019},
	month = {Jan-01-2019},
	pages = {44},
	issn = {1842-3191},
	doi = {10.22381/EMFM14120195},
	author = {Mitchell Udell and Vojtech Stehel and Tomas Kliestik and Jana Kliestikova and Pavol Durana}
}
@article {2019,
	title = {Towards an AI economy that works for all},
	year = {2019},
	month = {02/2019},
	keywords = {ethics},
	url = {https://www.keystoneresearch.org/sites/default/files/FOW_TowardAIEconomyForAllFinalEdit.pdf},
	author = {Stephen Herzenberg and John Alic}
}
@article {2019,
	title = {Towards intelligent regulation of Artificial Intelligence},
	journal = {European Journal of Risk Regulation},
	volume = {10},
	year = {2019},
	month = {Jan-03-2019},
	pages = {41 - 59},
	issn = {1867-299X},
	doi = {10.1017/err.2019.8},
	author = {BUITEN, Miriam C}
}
@article {2019,
	title = {Transforming the communication between citizens and government through AI-guided chatbots},
	journal = {Government Information Quarterly},
	volume = {36},
	year = {2019},
	month = {Jan-04-2019},
	pages = {358 - 367},
	issn = {0740624X},
	doi = {10.1016/j.giq.2018.10.001},
	url = {https://doi.org/10.1016/j.giq.2018.10.001},
	author = {Androutsopoulou, Aggeliki and Karacapilidis, Nikos and Loukis, Euripidis and Charalabidis, Yannis}
}
@article {2019,
	title = {Unsupervised by any other name: Hidden layers of knowledge production in artificial intelligence on social media},
	journal = {Big Data \& Society},
	volume = {6},
	year = {2019},
	month = {May-01-2019},
	pages = {205395171881956},
	issn = {2053-9517},
	doi = {10.1177/2053951718819569},
	author = {Bechmann, Anja and Bowker, Geoffrey C}
}
@article {2019,
	title = {Use of Artificial Intelligence to Improve Resilience and Preparedness Against Adverse Flood Events},
	journal = {Water},
	volume = {11},
	year = {2019},
	month = {Jan-05-2019},
	pages = {973},
	doi = {10.3390/w11050973},
	author = {Saravi, Sara and Kalawsky, Roy and Joannou, Demetrios and Rivas Casado, Monica and Fu, Guangtao and Meng, Fanlin}
}
@article {2019,
	title = {Using artificial intelligence in health-system pharmacy practice: Finding new patterns that matter},
	journal = {American Journal of Health-System Pharmacy},
	volume = {76},
	year = {2019},
	month = {May-04-2020},
	pages = {622 - 627},
	issn = {1079-2082},
	doi = {10.1093/ajhp/zxz018},
	author = {Flynn, Allen}
}
@article {2019,
	title = {What happens when the jobs disappear?},
	volume = {The Superintendent journal},
	year = {2019},
	url = {https://super.journalxr.com/journal/index.php/TSJ},
	author = {Andrew Yang}
}
@article {2019,
	title = {Why artificial intelligence will not outsmart complex knowledge work},
	journal = {Work, Employment and Society},
	volume = {33},
	year = {2019},
	month = {Jan-12-2019},
	pages = {1058 - 1067},
	issn = {0950-0170},
	doi = {10.1177/0950017018817489},
	author = {Pettersen, Lene}
}
@conference {2019,
	title = {Why small data holds the key to the future of artificial intelligence},
	booktitle = {8th International Conference on Data Science, Technology and ApplicationsProceedings of the 8th International Conference on Data Science, Technology and Applications},
	year = {2019},
	pages = {340 - 347},
	publisher = {SCITEPRESS - Science and Technology Publications},
	organization = {SCITEPRESS - Science and Technology Publications},
	address = {Prague, Czech Republic},
	doi = {10.5220/0007956203400347},
	author = {Greco, Ciro and Polonioli, Andrea and Tagliabue, Jacopo}
}
@article {2019,
	title = {Why we are failing to understand the societal impact of artificial intelligence},
	journal = {Social research: An international quarterly},
	volume = {86},
	year = {2019},
	pages = {pp. 477-498},
	url = {https://muse.jhu.edu/article/732186},
	author = {Lorena Jaume-Palasi}
}
@article {2019,
	title = {Will Artificial Intelligence Replace Radiologists?},
	journal = {Radiology: Artificial Intelligence},
	volume = {1},
	year = {2019},
	month = {Jan-05-2019},
	pages = {e190058},
	doi = {10.1148/ryai.2019190058},
	author = {Langlotz, Curtis P.}
}
@article {2019,
	title = {Will artificial intelligence take over human resources recruitment and selection?},
	journal = {Network Intelligence Studies},
	volume = {VII},
	year = {2019},
	keywords = {artificial intelligence, human resources information systems, recruitment and selection},
	url = {https://ideas.repec.org/a/cmj/networ/y2019i13p21-30.html},
	author = {Bilal Hmoud and Varallya Laszlo}
}
@article {2019,
	title = {Will machine learning end the viability of radiology as a thriving medical specialty?},
	journal = {The British Journal of Radiology},
	volume = {92},
	year = {2019},
	month = {Jan-02-2019},
	pages = {20180416},
	issn = {0007-1285},
	doi = {10.1259/bjr.20180416},
	author = {Chan, Stephen and Siegel, Eliot L}
}
@article {2018,
	title = {10 examples of Artificial Intelligence you{\textquoteright}re using in daily life},
	year = {2018},
	month = {09/2018},
	url = {https://beebom.com/examples-of-artificial-intelligence/},
	author = {Rachit Agarwal}
}
@article {2018,
	title = {16 examples of Artificial Intelligence in your everyday life},
	year = {2018},
	month = {10/2018},
	url = {https://medium.com/@the_manifest/16-examples-of-artificial-intelligence-ai-in-your-everyday-life-655b2e6a49de},
	author = {The Manifest}
}
@article {2018,
	title = {7 job skills of the future (That AI{\textquoteright}s and robots can{\textquoteright}t do better than humans)},
	year = {2018},
	month = {08/2018},
	edition = {Enterprise Tech},
	url = {https://www.forbes.com/sites/bernardmarr/2018/08/06/7-job-skills-of-the-future-that-ais-and-robots-cant-do-better-than-humans/$\#$da0ce596c2e9},
	author = {Bernard Marr}
}
@article {2018,
	title = {7 things I learned from building an AI chatbot for leadership development},
	year = {2018},
	url = {https://www.forbes.com/sites/kevinkruse/2018/10/15/ai-chatbot-leadership-development-training-hr/$\#$206492515ff0},
	author = {Kevin Kruse}
}
@article {2018,
	title = {7 things I learned from building an AI chatbot for leadership development},
	year = {2018},
	url = {https://www.forbes.com/sites/kevinkruse/2018/10/15/ai-chatbot-leadership-development-training-hr/$\#$206492515ff0},
	author = {Kevin Kruse}
}
@article {2018,
	title = {Accounting for the neglected dimensions of AI progress},
	journal = {data-efficient ML},
	year = {2018},
	url = {https://arxiv.org/abs/1806.00610},
	author = {Fernando Martine-Plumed and Shahar Avin and Miles Brundage and Allan Dafoe and Sean O hEigeartaigh and Jos{\'e} Hern{\'a}ndez-Orallo}
}
@book {2018,
	title = {Advances in intelligent systems and computing},
	series = {Proceedings of the 1st International Conference on Intelligent Human Systems Integration },
	year = {2018},
	url = {https://link.springer.com/book/10.1007/978-3-030-11051-2?page=2},
	author = {Advances in Intelligent Systems and Computing 722 Waldemar Karwowski}
}
@article {2018,
	title = {Advances in the development of a cognitive user interface},
	journal = {MATEC Web of Conferences},
	volume = {161},
	year = {2018},
	month = {Jan-01-2018},
	pages = {01003},
	doi = {10.1051/matecconf/201816101003},
	url = {https://www.matec-conferences.org/10.1051/matecconf/201816101003https://www.matec-conferences.org/10.1051/matecconf/201816101003/pdf},
	author = {Jokisch, Oliver and Huber, Markus},
	editor = {Ronzhin, A. and Shishlakov, V.}
}
@article {2018,
	title = {A.I. And big data could power a new war on poverty},
	year = {2018},
	month = {01/2018},
	url = {https://www.nytimes.com/2018/01/01/opinion/ai-and-big-data-could-power-a-new-war-on-poverty.html},
	author = {Elisabeth a. Mason}
}
@article {2018,
	title = {AI and the Economy},
	year = {2018},
	institution = {National Bureau of Economic Research},
	address = {Cambridge, MA},
	doi = {10.3386/w24689},
	author = {Furman, Jason and Seamans, Robert}
}
@conference {2018,
	title = {AI Assistants as Non-human Actors in Service Design},
	booktitle = {21st DMI: Academic Design Management Conference},
	year = {2018},
	url = {https://www.researchgate.net/publication/326997609_AI_Assistants_as_Non-human_Actors_in_Service_Design?enrichId=rgreq-80a84e881501993f8b87a3d6387900aa-XXX\&enrichSource=Y292ZXJQYWdlOzMyNjk5NzYwOTtBUzo2NTkyMjU4MjI5MTY2MTBAMTUzNDE4MzA5Mjk2MQ\%3D\%3D\&el=1_x_2\&_},
	author = {TiTitta Jylkastta Jylk{\"a}s and Mikko {\"A}ij{\"a}l{\"a} and Tytti Vuorikari and V{\'e}saal Rajab}
}
@article {2018,
	title = {AI: Augmentation, more so than automation},
	year = {2018},
	publisher = {Singapore Management University},
	issn = {2315-4284},
	url = {https://cmp.smu.edu.sg/ami/all},
	author = {Steven Miller}
}
@article {2018,
	title = {AI Could Provide Moment-by-Moment Nursing for a Hospital{\textquoteright}s Sickest Patients},
	year = {2018},
	url = {https://globaltechnologies.ca/ai-could-provide-moment-by-moment-nursing-for-a-hospitals-sickest-patients/},
	author = {Behnood Gholami and Wassim M. Haddad and James M. Bailey}
}
@article {2018,
	title = {AI is coming after highly skilled jobs, and it{\textquoteright}s meeting resistance},
	journal = {venturebeat},
	year = {2018},
	keywords = {AI},
	url = {https://venturebeat.com/2018/03/04/ai-is-coming-after-highly-skilled-jobs-and-its-meeting-resistance/},
	author = {Sascha Eder}
}
@conference {2018,
	title = {AI risk mitigation through democratic governance},
	booktitle = {the 2018 AAAI/ACM ConferenceProceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society - AIES {\textquoteright}18},
	year = {2018},
	pages = {366 - 367},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {New Orleans, LA, USANew York, New York, USA},
	isbn = {9781450360128},
	doi = {10.1145/3278721.3278801},
	author = {Garvey, Colin}
}
@article {2018,
	title = {AI stumbles in the spotlight},
	year = {2018},
	note = {Artificial intelligence experts {\textemdash} concerned about reported blunders with high-stakes AI systems from makers like Amazon and IBM {\textemdash} are urging more oversight, testing, and perhaps a fundamental rethinking of the underlying technology.},
	url = {https://www.axios.com/artificial-intelligence-mistakes-limitations-amazon-ibm-14014597-03e9-43e3-b224-a91205a232c1.html},
	author = {Kaveh Waddell}
}
@mastersthesis {2018,
	title = {Archetypes of artificial intelligence utilization},
	year = {2018},
	note = {How companies create and capture value from a novel
business technology},
	url = {https://aaltodoc.aalto.fi/handle/123456789/33983},
	author = {Selim Saukkomaa}
}
@article {2018,
	title = {Are You Working with AI or Being Replaced by AI?},
	journal = {Radiology},
	volume = {287},
	year = {2018},
	month = {Jan-05-2018},
	pages = {365 - 366},
	issn = {0033-8419},
	doi = {10.1148/radiol.2018184007},
	author = {Bluemke, David A.}
}
@conference {2018,
	title = {Artificial General Intelligence},
	year = {2018},
	url = {https://ivizlab.org/wp-content/uploads/sites/2/2018/09/TurnerDiPaola_2018_ArtificialGeneralIntelligence.pdf},
	author = {Matthew Ikl{\'e} and Arthur Franz and Rafal Rzepka and Ben Goertzel}
}
@article {2018,
	title = {Artificial intelligence and privacy in the fourth industrial revolution},
	year = {2018},
	institution = {Institute for Philosophy \& Public Policy},
	url = {https://www.wilsoncenter.org/sites/default/files/ai_and_privacy.pdf},
	author = {Sarah W. Denton and Eleonore Pauwels}
}
@article {2018,
	title = {Artificial intelligence and the future of work: Human-AI symbiosis in organizational decision making},
	journal = {Business Horizons},
	volume = {61},
	year = {2018},
	month = {Jan-07-2018},
	pages = {577 - 586},
	issn = {00076813},
	doi = {10.1016/j.bushor.2018.03.007},
	author = {Jarrahi, Mohammad Hossein}
}
@conference {2018,
	title = {Artificial Intelligence Applications and Innovations},
	booktitle = {14th IFIP WG 12.5 International Conference, AIAI 2018},
	year = {2018},
	url = {https://www.springer.com/gp/book/9783319920153},
	author = {Lazaros Iliadis and Ilias Maglogiannis and Vassilis Plagianakos}
}
@article {2018,
	title = {Artificial intelligence can transform the economy},
	year = {2018},
	month = {09/2018},
	url = {https://www.washingtonpost.com/opinions/artificial-intelligence-can-transform-the-economy/2018/09/18/50c9c9c8-bab8-11e8-bdc0-90f81cc58c5d_story.html},
	author = {Erik Brynjolfsson and Xiang Hui and Meng Liu}
}
@book {2018,
	title = {Artificial Intelligence Does Not Exist: Lessons from Shared Cognition and the Opposition to the Nature/Nurture Divide},
	volume = {537},
	year = {2018},
	pages = {359 - 373},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-99604-2},
	issn = {1868-4238},
	doi = {10.1007/978-3-319-99605-9_27},
	author = {Vassilis Galanos},
	editor = {Kreps, David and Ess, Charles and Leenen, Louise and Kimppa, Kai}
}
@book {2018,
	title = {Artificial Intelligence Does Not Exist: Lessons from Shared Cognition and the Opposition to the Nature/Nurture Divide},
	volume = {537},
	year = {2018},
	pages = {359 - 373},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-99604-2},
	issn = {1868-4238},
	doi = {10.1007/978-3-319-99605-9_27},
	author = {Vassilis Galanos},
	editor = {Kreps, David and Ess, Charles and Leenen, Louise and Kimppa, Kai}
}
@conference {2018,
	title = {Artificial Intelligence Does Not Exist: Lessons from Shared Cognition and the Opposition to the Nature/Nurture Divide},
	booktitle = {IFIP International Conference on Human Choice and Computers},
	year = {2018},
	url = {https://doi.org/10.1007/978-3-319-99605-9_27},
	author = {Vassilis Galanos}
}
@article {2018,
	title = {Artificial intelligence for the public sector: opportunities and challenges of cross-sector collaboration},
	journal = {Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences},
	volume = {376},
	year = {2018},
	month = {Jan-09-2019},
	pages = {20170357},
	issn = {1364-503X},
	doi = {10.1098/rsta.2017.0357},
	author = {Mikhaylov, Slava Jankin and Esteve, Marc and Campion, Averill}
}
@article {2018,
	title = {Artificial intelligence: Implications for social inflation and insurance},
	journal = {Risk Management and Insurance Review},
	volume = {21},
	year = {2018},
	month = {Jan-12-2018},
	pages = {373 - 387},
	doi = {10.1111/rmir.12111},
	author = {Kelley, Kevin H. and Fontanetta, Lisa M. and Heintzman, Mark and Pereira, Nikki}
}
@article {2018,
	title = {Artificial Intelligence in Service},
	journal = {Journal of Service Research},
	volume = {21},
	year = {2018},
	month = {May-05-2018},
	pages = {155 - 172},
	issn = {1094-6705},
	doi = {10.1177/1094670517752459},
	author = {Huang, Ming-Hui and Rust, Roland T.}
}
@article {2018,
	title = {Artificial intelligence in the computer-age threatens human beings and working conditions at workplaces},
	journal = {Electronics Science Technology and Application},
	volume = {5},
	year = {2018},
	month = {Feb-08-2019},
	issn = {2251-2608},
	doi = {10.18686/esta.v5i3.76},
	author = {Saithibvongsa, Phothong and Yu, Jae Eon}
}
@mastersthesis {2018,
	title = {Artificial Intelligence In The Sport Industry},
	year = {2018},
	url = {https://www.politesi.polimi.it/bitstream/10589/142501/1/ARTIFICIAL\%20INTELLIGENCE\%20IN\%20THE\%20SPORT\%20INDUSTRY_JACOPO\%20MOSELE.pdf},
	author = {Jacopo Mosele}
}
@article {2018,
	title = {Artificial Intelligence Is Automating Hollywood},
	year = {2018},
	month = {07/2018},
	keywords = {AI use cases},
	url = {https://futurism.com/artificial-intelligence-automating-hollywood-art},
	author = {Dan Robitzki}
}
@article {2018,
	title = {Artificial intelligence, jobs,  inequality and productivity:  Does aggregate demand matter},
	number = {ISSN 1871-9872},
	year = {2018},
	publisher = {Maastricht University},
	keywords = {artificial intelligence, economics of automation, growth theory, innovation, labour demand, productivity, technology},
	url = {http://ftp.iza.org/dp12005.pdf},
	author = {Thomas Gries and Wim Naude}
}
@article {2018,
	title = {Artificial intelligence, machine learning and health systems},
	journal = {Journal of Global Health},
	volume = {8},
	year = {2018},
	month = {Sep-10-2019},
	issn = {2047-2978},
	doi = {10.7189/jogh.08.020303},
	author = {Panch, Trishan and Szolovits, Peter and Atun, Rifat}
}
@article {2018,
	title = {Artificial intelligence, machine learning and the evolution of healthcare},
	journal = {Bone \& Joint Research},
	volume = {7},
	year = {2018},
	month = {Jan-03-2018},
	pages = {223 - 225},
	doi = {10.1302/2046-3758.73.BJR-2017-0147.R1},
	author = {Jones, L. D. and D. Golan and S. A. Hanna and M. Ramachandran}
}
@article {2018,
	title = {As s essing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour},
	year = {2018},
	url = {https://arxiv.org/ftp/arxiv/papers/1806/1806.03192.pdf},
	author = {Emilia G{\'o}mez and Carlos Castillo and Vicky Charisi and Ver{\'o}nica Dahl and Gustavo Deco and Blagoj Delipetrev and Nicole Dewandre and Miguel {\'A}ngel Gonz{\'a}lez-Ballester and Fabien Gouyon and Jos{\'e} Hern{\'a}ndez-Orallo and Perfecto Herrera and Anders Jonsson and Ansgar Koene and Martha Larson and Ram{\'o}n L{\'o}pez de M{\'a}ntaras and Bertin Martens and Marius Miron and Rub{\'e}n Moreno-Bote and Nuria Oliver and Antonio Puertas Gallardo and Heike Schweitzer and Nuria Sebastian and Xavier Serra and Joan Serr{\`a} and Song{\"u}l Tolan and Karina Vold}
}
@conference {2018,
	title = {Assisting tourism in rural Southern Africa using machine learning},
	year = {2018},
	publisher = {IEEE},
	organization = {IEEE},
	abstract = {Tourism is a major contributor to employment in southern Africa and a major contributor to gross domestic products of many southern African countries. One of the major tourist attractions in many southern African countries is the wild animals. Major national parks such as Etosha in Namibia and Central Kalahari in Botswana often have rangers available to assist tourists on their game safaris by recognising animals and describing their habitats. Many of the smaller reserves, however, do not have the luxury of rangers available to tourists. At such smaller reserves, tourists are left on their own to recognise the various animals. This paper describes the use of Google{\textquoteright}s TensorFlow to create an image recogniser trained for southern African mammals. The recogniser was embedded in an Android mobile app and could then assist tourists at smaller reserves.},
	url = {https://ieeexplore.ieee.org/document/8465441},
	author = {Laurie Butgereit and Laura Martinus}
}
@article {2018,
	title = {Automation and the future of jobs in India},
	year = {2018},
	month = {11/2018},
	publisher = {University of Pennsylvania},
	type = {Economy, Politics, Science and Technology},
	keywords = {economics of automation},
	url = {https://casi.sas.upenn.edu/iit/kuriakoseiyer},
	author = {Francis Kuriakose and Deepa Iyer}
}
@article {2018,
	title = {Automation and the future of work},
	journal = {Centre for International Governance Innovation},
	year = {2018},
	url = {https://www.cigionline.org/publications/automation-and-future-work-scenarios-and-policy-options},
	author = {Joel Blit and Samantha St. Amand and Joanna Wajda}
}
@article {2018,
	title = {Is automation labor-displacing? Productivity growth, employment, and the labor share},
	year = {2018},
	institution = {National Bureau of Economic Research},
	address = {Cambridge, MA},
	doi = {10.3386/w24871},
	author = {Autor, David and Salomons, Anna}
}
@article {2018,
	title = {Automation, taxes and transfers with international rivalry},
	year = {2018},
	publisher = {Australian National University},
	keywords = {automation, global modelling, income distribution, taxes, transfers},
	issn = {2206-0332},
	url = {https://cama.crawford.anu.edu.au/sites/default/files/publication/cama_crawford_anu_edu_au/2018-09/44_2018_tyers_zhou.pdf},
	author = {Rod Tyers and Yixiao Zhou}
}
@article {2018,
	title = {Autonomous trucks and the future of the american trucker},
	year = {2018},
	month = {09/2018},
	url = {https://www.steveviscelli.com/self-driving-trucks},
	author = {Steve Viscelli}
}
@article {2018,
	title = {Autonomous vehicles employment impact study},
	year = {2018},
	month = {09/2018},
	url = {https://advi.org.au/wp-content/uploads/2018/09/Autonomous-Vehicles-Employment-Impact-Survey-COR050918-5.pdf},
	author = {Brian Haratsis and Tony Carmichael and Mark Coutney and Jacob Fong}
}
@article {2018,
	title = {{\textquoteleft}The beginning of a wave{\textquoteright}: A.I. Tiptoes into the workplace},
	journal = {The NewYork Times},
	year = {2018},
	keywords = {AI, impacts},
	url = {https://www.nytimes.com/2018/08/05/technology/workplace-ai.html},
	author = {Steve Lohr}
}
@article {2018,
	title = {Beyond r\&d: The role of embodied technological change in affecting employment},
	year = {2018},
	keywords = {Innovation; R\&D; Embodied Technological Change; Employment; GMM-SY},
	issn = {2284-0400},
	url = {https://ideas.repec.org/p/ssa/lemwps/2018-15.html},
	author = {Gabriele Pelleegrino and Mariacristina Piva and Marco Vivarelli}
}
@article {2018,
	title = {Boundary spanning at the science{\textendash}policy interface: the practitioners{\textquoteright} perspectives},
	journal = {Sustainability Science},
	volume = {13},
	year = {2018},
	month = {Jan-07-2018},
	pages = {1175 - 1183},
	issn = {1862-4065},
	doi = {10.1007/s11625-018-0550-9},
	author = {Bednarek, A. T. and Wyborn, C. and Cvitanovic, C. and Meyer, R. and Colvin, R. M. and Addison, P. F. E. and Close, S. L. and Curran, K. and Farooque, M. and Goldman, E. and Hart, D. and Mannix, H. and McGreavy, B. and Parris, A. and Posner, S. and Robinson, C. and Ryan, M. and Leith, P.}
}
@article {2018,
	title = {Can artificial intelligence make work more human?},
	journal = {Strategic HR Review},
	volume = {17},
	year = {2018},
	month = {Aug-10-2018},
	pages = {263 - 264},
	issn = {1475-4398},
	doi = {10.1108/SHR-10-2018-146},
	author = {He, Emily}
}
@article {2018,
	title = {Character qualities and the imagination age},
	journal = {Creative Education},
	volume = {09},
	year = {2018},
	month = {Jan-01-2018},
	pages = {152 - 164},
	issn = {2151-4755},
	doi = {10.4236/ce.2018.92012},
	author = {Alvarez, Mar{\'\i}a Garc{\'\i}a}
}
@article {2018,
	title = {Chat bots are the new HR managers},
	journal = {Strategic HR Review},
	volume = {17},
	year = {2018},
	month = {Nov-06-2018},
	pages = {162 - 163},
	issn = {1475-4398},
	doi = {10.1108/SHR-03-2018-0024},
	author = {Sheth, Beerud}
}
@article {2018,
	title = {Collaborative intelligence: Humans and AI are joining forces},
	year = {2018},
	url = {https://hbr.org/2018/07/collaborative-intelligence-humans-and-ai-are-joining-forces},
	author = {H. James Wilson and Paul R. Daugherty}
}
@article {2018,
	title = {Comment on {\textquotedblleft}Should we fear the robot revolution? (The correct answer is yes){\textquotedblright} by Andrew Berg, Ed Buffie, and Felipe Zanna},
	journal = {Journal of Monetary Economics},
	volume = {97},
	year = {2018},
	month = {Jan-08-2018},
	pages = {149 - 152},
	issn = {03043932},
	doi = {10.1016/j.jmoneco.2018.05.012},
	author = {Hanley, Douglas}
}
@book {2018,
	title = {Creativity, the arts, and the future of work},
	year = {2018},
	pages = {283 - 310},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-78579-0},
	doi = {10.1007/978-3-319-78580-6_9},
	author = {Nathan, Linda F.},
	editor = {Cook, Justin W.}
}
@book {2018,
	title = {A critical review of the politics of artificial intelligent machines, alienation and the existential risk threat to America{\textquoteright}s labour force},
	volume = {10963},
	year = {2018},
	pages = {217 - 232},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-95170-6},
	issn = {0302-9743},
	doi = {10.1007/978-3-319-95171-3_18},
	author = {Wogu, Ikedinachi Ayodele and Misra, Sanjay and Assibong, Patrick and Adewumi, Adewole and Damasevicius, Robertas and Maskeliunas, Rytis},
	editor = {Gervasi, Osvaldo and Murgante, Beniamino and Misra, Sanjay and Stankova, Elena and Torre, Carmelo M. and Rocha, Ana Maria A.C. and Taniar, David and Apduhan, Bernady O. and Tarantino, Eufemia and Ryu, Yeonseung}
}
@article {2018,
	title = {Cryptocurrency, Artificial Intelligence and basic income as innovative technological system},
	journal = {Path of Science},
	volume = {4},
	year = {2018},
	month = {Jul-08-2020},
	pages = {2024 - 2030},
	doi = {10.22178/pos10.22178/pos.37-6},
	author = {Sopilnyk, Lyubomyr and Shevchuk, Andriy and Kopytko, Vasyl}
}
@article {2018,
	title = {DEFINITION, APPLICATION AND INFLUENCE OF ARTI FICIAL INTELLIGENCE ON DESIGN INDUSTRIES},
	journal = {Landscape Architecture Frontiers},
	volume = {6},
	year = {2018},
	month = {Jan-01-2018},
	pages = {56},
	issn = {2095-5405},
	doi = {10.15302/J-LAF-20180207},
	author = {Linghao Cai and Ling Fan and Wenbo Lai and LONG, Ying and Peng Wang and Xiangyang Xin}
}
@article {2018,
	title = {Developing an ethical framework},
	journal = {Business Horizons},
	volume = {61},
	year = {2018},
	month = {Jan-11-2018},
	pages = {823 - 832},
	issn = {00076813},
	doi = {10.1016/j.bushor.2018.07.001},
	author = {Wright, Scott A. and Schultz, Ainslie E.}
}
@article {2018,
	title = {Developing robots: The need for an ethical framework},
	journal = {European View},
	volume = {17},
	year = {2018},
	month = {Aug-04-2019},
	pages = {37 - 43},
	issn = {1781-6858},
	doi = {10.1177/1781685818761016},
	author = {Leveringhaus, Alex}
}
@article {2018,
	title = {Digital economy and the models of income distribution in the society},
	journal = {SHS Web of Conferences},
	volume = {44},
	year = {2018},
	month = {Jan-01-2018},
	pages = {00005},
	doi = {10.1051/shsconf/20184400005},
	author = {Akaev, Askar and Rudskoi, Andrew and Devezas, Tessaleno},
	editor = {Sarygulov, A. and Sergeev, V. and Ungv{\'a}ri, L. and Semmler, W.}
}
@article {2018,
	title = {Digital economy: backgrounds, main drivers and new challenges},
	journal = {SHS Web of Conferences},
	volume = {44},
	year = {2018},
	month = {Jan-01-2018},
	pages = {00006},
	doi = {10.1051/shsconf/20184400006},
	author = {Akaev, Askar and Sarygulov, Askar and Sokolov, Valentin},
	editor = {Sarygulov, A. and Sergeev, V. and Ungv{\'a}ri, L. and Semmler, W.}
}
@article {2018,
	title = {The discourse approach to boundary identification and corpus construction for theory review articles},
	journal = {Journal of the Association for Information Systems},
	year = {2018},
	keywords = {article identification, boundary identification, citation search, keyword search, literature review, machine learning, research review, review article},
	url = {https://www.researchgate.net/publication/325215971_Understanding_the_Elephant_The_Discourse_Approach_to_Boundary_Identification_and_Corpus_Construction_for_Theory_Review_Articles},
	author = {Kai R. Larsen and Dirik S. Hovorka and Alan R. Dennis and Jevin D. West}
}
@article {2018,
	title = {Discussion for JME special issue: APST paper},
	journal = {Journal of Monetary Economics},
	volume = {97},
	year = {2018},
	month = {Jan-08-2018},
	pages = {68 - 70},
	issn = {03043932},
	doi = {10.1016/j.jmoneco.2018.05.003},
	author = {Hershbein, Brad}
}
@article {2018,
	title = {Dreyfus on the {\textquoteright}Fringe{\textquoteright}: information processing, intelligent activity, and the future of thinking machines},
	year = {2018},
	url = {https://www.researchgate.net/publication/323956550_Dreyfus_on_the_fringe_-_accepted_draft},
	author = {Jeffrey White}
}
@article {2018,
	title = {Economic policy for artificial intelligence},
	number = {24690},
	year = {2018},
	month = {06/2018},
	abstract = {Recent progress in artificial intelligence (AI) {\textendash} a general purpose technology affecting many industries - has been focused on advances in machine learning, which we recast as a quality-adjusted drop in the price of prediction. How will this sharp drop in price impact society? Policy will influence the impact on two key dimensions: diffusion and consequences. First, in addition to subsidies and IP policy that will influence the diffusion of AI in ways similar to their effect on other technologies, three policy categories - privacy, trade, and liability - may be uniquely salient in their influence on the diffusion patterns of AI. Second, labor and antitrust policies will influence the consequences of AI in terms of employment, inequality, and competition.},
	keywords = {economics of automation},
	url = {https://econpapers.repec.org/paper/nbrnberwo/24690.htm},
	author = {Ajay Agrawal and Joshua Gans and Avi Goldfarb}
}
@article {2018,
	title = {Economic policy for Artificial Intelligence},
	year = {2018},
	institution = {National Bureau of Economic Research},
	address = {Cambridge, MA},
	doi = {10.3386/w24690},
	author = {Agrawal, Ajay and Gans, Joshua and Goldfarb, Avi}
}
@article {2018,
	title = {The economics of artificial intelligence: Implications for the future of work},
	year = {2018},
	isbn = {978-92-2-031137-0},
	issn = {978-92-2-031138-7},
	url = {https://www.ilo.org/wcmsp5/groups/public/---dgreports/---cabinet/documents/publication/wcms_647306.pdf},
	author = {Ekkehard Ernst and Rossana Merola and Daniel Samaan}
}
@mastersthesis {2018,
	title = {Economies of the future: Robots and Artificial Intelligence, the new economic motor or downfall of the working class?},
	year = {2018},
	month = {11/2018},
	type = {master thesis},
	abstract = {Technological progress and innovation have significantly contributed to global economic growth, societal advancement, and higher living standards. However, there is growing concern over the future that lies ahead because of increasing robotisation and progress in artificial intelligence (AI), which are feared to cause significant loss of labour demand. The body of posterior economic scientific work addressing this topic mostly concludes on a positive note. Namely, recent technological advancements have resulted in a net increase in labour demand, but this demand is redistributed to different tasks and occupations. Yet, future oriented research, most notably by Frey and Osborne (2017), has sparked a debate on the future of work due to estimations that indicate that over 40\% of jobs will become automatable in the next 20 years. Therefore, the societal question remains: Robots and Artificial Intelligence, the new economic motor or downfall of the working class?},
	keywords = {economics of automation},
	url = {https://repository.tudelft.nl/islandora/object/uuid\%3Af30b5d2e-d48d-4c90-8780-3d55a2e1a7d3},
	author = {Koen Spaanderman}
}
@article {2018,
	title = {The effects of automation},
	year = {2018},
	url = {https://www.dropbox.com/sh/8sxki5mwikjxlte/AAB6zvW5F0s2FIJ6jUmEW7P-a/Popular\%20press\%20about\%20impacts?dl=0\&preview=effects+of+automation.pdf\&subfolder_nav_tracking=1},
	author = {Jim L. Smith}
}
@book {2018,
	title = {eHealth - Making Health Care SmarterUse of Artificial Intelligence in Healthcare Delivery},
	year = {2018},
	publisher = {InTech},
	organization = {InTech},
	isbn = {978-1-78923-522-7},
	doi = {http://dx.doi.org/10.5772/intechopen.74714},
	author = {Reddy, Sandeep},
	editor = {Heston, Thomas F.}
}
@article {2018,
	title = {Embracing the new world of work},
	year = {2018},
	url = {https://sfmagazine.com/post-entry/june-2018-embracing-the-new-world-of-work/},
	author = {John M. Lewin}
}
@article {2018,
	title = {Embracing the sobering reality of technological influences on jobs, employment and human resource development},
	journal = {European Journal of Training and Development},
	volume = {42},
	year = {2018},
	month = {Mar-09-2018},
	pages = {400 - 416},
	issn = {2046-9012},
	doi = {10.1108/EJTD-03-2018-0030},
	author = {Chuang, Szufang and Graham, Carroll Marion}
}
@article {2018,
	title = {Ethics of using Artificial Intelligence to augment drafting legal documents},
	journal = { Texas A\&M Journal of Property Law},
	volume = {4},
	year = {2018},
	edition = {3},
	url = {https://scholarship.law.tamu.edu/cgi/viewcontent.cgi?article=1080\&context=journal-of-property-law},
	author = {David Hricik Hri and Asya-Lorrene S. Morgan and Kyle H. Williams}
}
@article {2018,
	title = {The evolving role of ICT in the economy},
	year = {2018},
	month = {06/2018},
	keywords = {consulting reports},
	url = {http://www.lse.ac.uk/business-and-consultancy/consulting/consulting-reports/the-evolving-role-of-ict-in-the-economy},
	author = {Mirko Draca and Ralf Martin and Rosa Sanchis-Guarner}
}
@mastersthesis {2018,
	title = {Examination of cognitive load in the human-machine teaming context},
	year = {2018},
	month = {06/2018},
	abstract = {The Department of Defense (DoD) is increasingly hoping to employ unmanned systems and artificial intelligence to achieve a strategic advantage over adversaries. While some tasks may be suitable for machine substitution, many parts of the DoD{\textquoteright}s mission continue to require boots on the ground and humans in the loop working in interdependent human-machine teams. The commercial unmanned systems marketplace and active UxS and autonomous systems offer military research and acquisitions professionals promising technical solutions, but may integrate poorly in a human-machine team application. The authors developed a framework for analyzing task-to-technology matches and team design for military human-machine teams. The framework is grounded in the cognitive theories of situational awareness and decision making, team dynamics, and functional allocation literature. Additionally, the research recommends developing a shared DoD-wide understanding of autonomous systems terms and taxonomy, and educating operational leaders, acquisitions staff, and executives about realistic expectations and employment of autonomous systems in human-machine environments.},
	url = {https://hdl.handle.net/10945/59638},
	author = {Clarke, Alan J. and Knudson, Daniel F. III}
}
@article {2018,
	title = {Experimental evidence on complimentarities between human capital and machine learning},
	year = {2018},
	month = {01/2018},
	keywords = {economics of automation},
	url = {https://hbswk.hbs.edu/item/different-strokes-for-different-folks-experimental-evidence-on-complementarities-between-human-capital-and-machine-learning},
	author = {Prithwiraj Choudhury and Evan Starr and Rajshree Agarwal}
}
@article {2018,
	title = {Experimental evidence on productivity complementarities},
	number = {18-065},
	year = {2018},
	publisher = {Harvard Business School Working Paper},
	keywords = {Human Capital, Performance Productivity, Technological Innovation, Technology Adoption},
	url = {https://www.hbs.edu/faculty/Pages/item.aspx?num=53855},
	author = {Prithwiraj Choudhury}
}
@article {2018,
	title = {Explaining the decline in the u. S. Employment-to-population ratio: A review of the evidence},
	year = {2018},
	institution = {National Bureau of Economic Research},
	address = {Cambridge, MA},
	doi = {10.3386/w24333},
	author = {Abraham, Katharine and Kearney, Melissa}
}
@article {2018,
	title = {Explanation to Avert Surprise},
	journal = {IUI Workshops},
	year = {2018},
	url = {https://www.semanticscholar.org/paper/Explanation-to-Avert-Surprise-Gervasio-Myers/8e3b3d9e9075095a87c96fa9690d2ccbf127234e},
	author = {Melinda Gervasio and Karen Myers and Eric Yeh and Boone Adkins}
}
@article {2018,
	title = {Exploiting ability for human adaptation to facilitate improved human-robot interaction and acceptance},
	journal = {The Information Society},
	volume = {34},
	year = {2018},
	month = {Mar-05-2020},
	pages = {153 - 165},
	issn = {0197-2243},
	doi = {10.1080/01972243.2018.1444255},
	author = {Caleb-Solly, Praminda and Dogramadzi, Sanja and Huijnen, Claire A.G.J. and Heuvel, Herjan van den}
}
@article {2018,
	title = {Fedex follows Amazon into the robotic future},
	year = {2018},
	url = {https://www.nytimes.com/2018/03/18/technology/fedex-robots.html},
	author = {Cade Metz}
}
@article {2018,
	title = {Financing Terror Enterprises Funding Operations in Prolonged Conflicts in South Asia},
	year = {2018},
	institution = {KW Publishers Pvt Ltd},
	address = {New Delhi},
	issn = {23939729},
	url = {https://www.claws.in/images/publication_pdf/1589740822_1515901225_MP71-NikitaKohli(Final)_CLAWS.pdf},
	author = {Nikita Kohli}
}
@article {2018,
	title = {foo.castr: visualising the future AI workforce},
	journal = {Big Data Analytics},
	volume = {3},
	year = {2018},
	month = {Jan-12-2018},
	doi = {10.1186/s41044-018-0034-z},
	author = {Amador Diaz Lopez, Julio and Molina-Solana, Miguel and Kennedy, Mark T.}
}
@article {2018,
	title = { forbes.com 10 Amazing Examples Of How Deep Learning AI Is Used In Practice? },
	year = {2018},
	author = {Bernard Marr}
}
@conference {2018,
	title = {A framework for understanding chatbots and their future},
	booktitle = {the 11th International WorkshopProceedings of the 11th International Workshop on Cooperative and Human Aspects of Software Engineering  - CHASE {\textquoteright}18},
	year = {2018},
	pages = {13 - 16},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {Gothenburg, SwedenNew York, New York, USA},
	isbn = {9781450357258},
	doi = {10.1145/3195836.3195859},
	author = {Paikari, Elahe and van der Hoek, Andr{\'e}}
}
@article {2018,
	title = {Future of artificial intelligence: Japan{\textquoteright}s path to growth},
	journal = {American Journal Of Modern Physics And Application},
	volume = {5},
	year = {2018},
	month = {05/2018},
	pages = {48-52},
	url = {https://www.researchgate.net/publication/326625497_Future_of_Artificial_Intelligence_Japan{\textquoteright}s_Path_to_Growth_Email_address},
	author = {Salman Abdou and Nadeen Nustafa Kamal}
}
@article {2018,
	title = {The future of work, business education, and the role of AACSB},
	journal = {Journal of Legal Studies Education},
	volume = {35},
	year = {2018},
	month = {Jan-12-2018},
	pages = {165 - 170},
	doi = {10.1111/jlse.2018.35.issue-110.1111/jlse.12073},
	author = {Beck-Dudley, Caryn L.}
}
@article {2018,
	title = {The Future of Work: Compulsory, by Martha Wells},
	year = {2018},
	url = {https://www.wired.com/story/future-of-work-compulsory-martha-wells/},
	author = {Martha Wells}
}
@article {2018,
	title = {The future of work in the light of technological change},
	volume = {UDC: 005.32:005.95/.96},
	year = {2018},
	type = {Original Scientific Paper},
	abstract = {Abstract: Technological unemployment, a phenomenon that has been relevant for decades, is now
reaching a new dimension. There is a growing number of discussions about whether technology is the
main culprit for the rising trend of unemployment rates around the world, therefore, the paper discusses the impact of technological changes on the labour market. We conducted a survey in Slovenian
companies with more than 100 employees in order to find out their view on replacing workers with
technology, as well as the reasons and consequences of new technology. We discussed the results of our
research and the views, findings and suggestions of various authors. We have found that technological
unemployment is not a simple problem, as this phenomenon is intertwined with various issues, and
that technology presents various dangers which may at first seem less visible.},
	keywords = {Impact of technology on the labour market, Labour market, Technological unemployment},
	url = {http://media3.novi.economicsandlaw.org/2017/07/Vol23/IJEAL-23-09.pdf},
	author = {Vesna Novak and Denis Dizdarevic}
}
@article {2018,
	title = {The Future of Work: Robots Cooking Free Lunches?},
	journal = {European View},
	volume = {17},
	year = {2018},
	month = {Jun-10-2020},
	pages = {241 - 241},
	issn = {1781-6858},
	doi = {10.1177/1781685818813010},
	author = {Turk, Ziga}
}
@article {2018,
	title = {The Future of Work: The Trustless, by Ken Liu},
	year = {2018},
	url = {https://www.wired.com/story/future-of-work-trustless-ken-liu/},
	author = {Ken Liu}
}
@article {2018,
	title = {Game changing value from Artificial Intelligence: eight strategies},
	journal = {Strategy \& Leadership},
	volume = {46},
	year = {2018},
	month = {Mar-01-2019},
	pages = {16 - 22},
	issn = {1087-8572},
	doi = {10.1108/SL-11-2017-0106},
	author = {Plastino, Eduardo and Purdy, Mark}
}
@article {2018,
	title = {G.M says its driverless car could be in fleets by next year},
	year = {2018},
	month = {01/2018},
	keywords = {autonomous vehicles},
	url = {https://www.nytimes.com/2018/01/12/business/gm-driverless-car.html},
	author = {Neal E. Boudette}
}
@article {2018,
	title = {Google and others are building AI systems that doubt themselves},
	year = {2018},
	url = {https://www.technologyreview.com/s/609762/google-and-others-are-building-ai-systems-that-doubt-themselves/},
	author = {Will Knight}
}
@article {2018,
	title = {Google glass is back with AI},
	year = {2018},
	month = {07/2018},
	abstract = {An app for Glass aimed at factory workers can understand spoken language and respond verbally.},
	url = {https://www.wired.com/story/google-glass-is-backnow-with-artificial-intelligence/},
	author = {Tom Simonite}
}
@article {2018,
	title = {Google Researchers Are Learning How Machines Learn},
	year = {2018},
	url = {https://www.nytimes.com/2018/03/06/technology/google-artificial-intelligence.html},
	author = {Cade Metz}
}
@article {2018,
	title = {High tech, low growth: Robots and the future of work abstract},
	journal = {Historical Materialism},
	volume = {26},
	year = {2018},
	month = {May-12-2019},
	pages = {3 - 34},
	doi = {10.1163/1569206X-00001745},
	author = {Moody, Kim}
}
@article {2018,
	title = {High-skilled white-collar work? Machines can do that, too},
	year = {2018},
	url = {https://www.nytimes.com/2018/07/07/business/economy/algorithm-fashion-jobs.html},
	author = {Noam Scheiber}
}
@article {2018,
	title = {How cheap labor drives China{\textquoteright}s AI Ambitions},
	year = {2018},
	month = {11/2018},
	keywords = {human and machine intelligence},
	url = {https://www.nytimes.com/2018/11/25/business/china-artificial-intelligence-labeling.html},
	author = {Li Yuan}
}
@article {2018,
	title = {How do machine learning, robotic process automation, and blockchains affect the human factor in business process management? },
	journal = {Communications of the Association for Information Systems},
	year = {2018},
	month = {Jan-01-2018},
	pages = {297 - 320},
	doi = {10.17705/1CAIS.04319},
	author = {Mendling, Jan and Decker, Gero and Hull, Richard and Reijers, Hajo A. and Weber, Ingo}
}
@article {2018,
	title = {How does the digital transformation affect organizations? Key themes of change in work design and leadership},
	journal = {management revu},
	volume = {29},
	year = {2018},
	month = {Jan-01-2018},
	pages = {114 - 138},
	issn = {0935-9915},
	doi = {10.5771/0935-9915-2018-2-114},
	author = {Schwarzm{\"u}ller, Tanja and Brosi, Prisca and Duman, Denis and Welpe, Isabell M.}
}
@article {2018,
	title = {How driverless cars could disrupt the real estate industry},
	year = {2018},
	keywords = {autonomous vehicles},
	url = {https://www.forbes.com/sites/elyrazin/2018/03/11/how-driverless-cars-could-disrupt-the-real-estate-industry/$\#$1595cb8613c1},
	author = {Ely Razin}
}
@article {2018,
	title = {How leaders face the future of work ?},
	volume = {59},
	year = {2018},
	url = {https://sloanreview.mit.edu/article/how-leaders-face-the-future-of-work/},
	author = {Lynda Gratton}
}
@article {2018,
	title = {How machine learning can permanently capture legal expertise and optimize the law firm pyramid},
	journal = {JBEL},
	volume = {11},
	year = {2018},
	abstract = {As the legal industry gradually integrates artificial intelligence (AI) into its practice, the underlying technology continues to advance at a fever pitch. Machine learning platforms arguably represent the pinnacle of AI development, and this technology currently augments and replicates intelligent human tasks in ways never before conceived. The business applications of machine learning are bearing fruit across a spectrum of industries and professions. Yet despite machine learning{\textquoteright}s demonstrated promise, its forays into the legal industry have been uneven. In fact, the most advanced forms of machine learning have been relegated primarily to lower-level attorney tasks such as e-discovery, due-diligence, and legal research and, unfortunately, have yet to be embraced by the upper echelon legal decision-makers and strategists. This article explores this technology{\textquoteright}s underutilization in law and highlights the inroads made by machine learning in other professions such as healthcare. It then provides an illustration of the capacity of machine learning and develops detailed hypotheticals of machine learning{\textquoteright}s potential impact upon several representative areas of high-level legal decision-making, including lateral hiring, litigation strategy development, cost optimization, and overall law firm management. Finally, this article argues that incorporating machine learning will enable firms to permanently capture attorney expertise and develop deep reservoirs of reputational capital as a source of enduring competitive advantage.},
	url = {https://digitalcommons.pepperdine.edu/jbel/vol11/iss2/3/},
	author = {J. Mark Phillips}
}
@article {2018,
	title = {How the anthropormorphization of virtual assistants influences user{\textquoteright}s trust},
	journal = {Academy of Management Proceedings},
	volume = {2018},
	year = {2018},
	month = {Jan-08-2018},
	pages = {16328},
	issn = {0065-0668},
	doi = {10.5465/AMBPP.2018.16328abstract},
	author = {Crone, Tim and Shafeie Zargar, Mahmood}
}
@article {2018,
	title = {How to respond to the fourth industrial revolution, or the second information technology revolution? Dynamic new combinations between technology, market, and society through open innovation},
	journal = {Journal of Open Innovation: Technology, Market, and Complexity},
	volume = {4},
	year = {2018},
	month = {Jan-09-2018},
	pages = {21},
	doi = {10.3390/joitmc4030021},
	author = {Lee, MinHwa and Yun, JinHyo and Pyka, Andreas and Won, DongKyu and Kodama, Fumio and Schiuma, Giovanni and Park, HangSik and Jeon, Jeonghwan and Park, KyungBae and Jung, KwangHo and Yan, Min-Ren and Lee, SamYoul and Zhao, Xiaofei}
}
@book {2018,
	title = {How unequal? Insights on inequality },
	series = {CEDA {\textendash} the Committee for Economic Development of Australia},
	year = {2018},
	month = {04/2018},
	keywords = {ethics},
	isbn = {0 85801 318 5},
	url = {https://www.ceda.com.au/CEDA/media/General/Publication/PDFs/CEDA-How-unequal-Insights-on-inequality-April-2018-FINAL_WEB.pdf}
}
@article {2018,
	title = {Human and Machine Learning},
	journal = {Computational Economics},
	year = {2018},
	month = {Sep-02-2019},
	issn = {0927-7099},
	doi = {10.1007/s10614-018-9803-z},
	author = {Kao, Ying-Fang and Venkatachalam, Ragupathy}
}
@article {2018,
	title = {Human and smart machine co-learning with brain computer interface},
	journal = {IEEE SMC Magazine},
	volume = {4},
	year = {2018},
	keywords = {human and machine inttelligence},
	url = {https://arxiv.org/abs/1802.06521},
	author = {Chang - Shing Lee and Mei - Hui Wang and Li - Wei Ko and Naoyuki Kubota and Lu - An Lin and Shinya Kitaoka and Yu - Te Wang and Shun - Feng Su}
}
@article {2018,
	title = {Human capital management and future of work; job creation and unemployment: a literature review},
	journal = {OALib},
	volume = {05},
	year = {2018},
	month = {Jan-01-2018},
	pages = {1 - 17},
	issn = {2333-9721},
	doi = {10.4236/oalib.1104859},
	author = {Mukhalipi, Adamson}
}
@article {2018,
	title = { IBM Watson Talent The Business Case for AI in HR With Insights and Tips on Getting Started },
	year = {2018},
	url = {https://www.ibm.com/downloads/cas/AGKXJX6M},
	author = {Nigel Guenole and Sheri Feinzig}
}
@article {2018,
	title = {Identifying factors reinforcing robotization: Interactive forces of employment, working hour and wage},
	journal = {Sustainability},
	volume = {10},
	year = {2018},
	month = {Jan-02-2018},
	pages = {490},
	doi = {10.3390/su10020490},
	author = {Cho, Joonmo and Kim, Jinha}
}
@conference {2018,
	title = {Image Recognition of Disease-Carrying Insects: A System for Combating Infectious Diseases Using Image Classification Techniques and Citizen Science},
	booktitle = {Hawaii International Conference on System SciencesProceedings of the 51st Hawaii International Conference on System Sciences},
	year = {2018},
	publisher = {Hawaii International Conference on System Sciences},
	organization = {Hawaii International Conference on System Sciences},
	doi = {10.24251/HICSS.2018.00010.24251/HICSS.2018.359},
	url = {http://hdl.handle.net/10125/49887http://hdl.handle.net/10125/50247},
	author = {Munoz, J. Pablo and Boger, Rebecca and Dexter, Scott and Low, Russanne and Li, Justin}
}
@article {2018,
	title = {Imagining a future of work that fosters mobility for all},
	year = {2018},
	url = {https://www.mobilitypartnership.org/imagining-future-work-fosters-mobility-all},
	author = {Lawrence Katz and Ai-Jen Poo and Elaine Waxman}
}
@conference {2018,
	title = {The impact of artificial intelligence on the HR function},
	booktitle = {IES Perspectives on HR 2018},
	year = {2018},
	keywords = {HR},
	url = {https://www.employment-studies.co.uk/system/files/resources/files/mp142_The_impact_of_Artificial_Intelligence_on_the_HR_function-Peter_Reilly.pdf},
	author = {Peter Reilly}
}
@article {2018,
	title = {The impact of automation on employment: Just the usual structural change? },
	journal = {Sustainability},
	volume = {10},
	year = {2018},
	month = {Jan-05-2018},
	pages = {1661},
	doi = {10.3390/su10051661},
	author = {Vermeulen, Ben and Kesselhut, Jan and Pyka, Andreas and Saviotti, Pier}
}
@article {2018,
	title = { The impact of industrial robots on eu employment and wages: A local labour market approach},
	year = {2018},
	month = {04/2018},
	publisher = {bruegel},
	keywords = {economics of automation},
	url = {https://bruegel.org/2018/04/the-impact-of-industrial-robots-on-eu-employment-and-wages-a-local-labour-market-approach/},
	author = {Francesco Chiacchio and Georgios Petropoulos and David Pichler}
}
@article {2018,
	title = {The impact of technological progress on labour markets: policy challenges},
	journal = {Oxford Review of Economic Policy},
	volume = {34},
	year = {2018},
	month = {Feb-07-2018},
	pages = {362 - 375},
	issn = {0266-903X},
	doi = {10.1093/oxrep/gry002},
	author = {Goos, Maarten}
}
@article {2018,
	title = {The impact of technology and globalization on employment and equity},
	journal = {International Journal of Global Sustainability},
	volume = {3},
	year = {2018},
	month = {Oct-11-2019},
	pages = {49},
	doi = {10.5296/ijgs.v3i1.14127},
	author = {Arogyaswamy, Bernard and Hunter, John}
}
@article {2018,
	title = {Implications of technology for growth, factor shares, and employment},
	journal = {American Economic Review},
	volume = {108},
	year = {2018},
	month = {Jan-06-2018},
	pages = {1488 - 1542},
	issn = {0002-8282},
	doi = {10.1257/aer.20160696},
	author = {Acemoglu, Daron and Restrepo, Pascual}
}
@article {2018,
	title = {Improving palliative care with deep learning},
	journal = {BMC Medical Informatics and Decision Making},
	volume = {18},
	year = {2018},
	month = {Jan-12-2018},
	doi = {10.1186/s12911-018-0677-8},
	author = {Avati, Anand and Jung, Kenneth and Harman, Stephanie and Downing, Lance and Ng, Andrew and Shah, Nigam H.}
}
@article {2018,
	title = {iNaturalist as a tool to expand the research value of museum specimens},
	journal = {Applications in Plant Sciences},
	volume = {6},
	year = {2018},
	month = {Jan-11-2018},
	pages = {e01193},
	keywords = {AI use cases},
	doi = {10.1002/aps3.1193},
	author = {Heberling, J. Mason and Isaac, Bonnie L.}
}
@article {2018,
	title = {Industrial employment and income inequality: Evidence from panel data},
	journal = {Structural Change and Economic Dynamics},
	volume = {45},
	year = {2018},
	month = {Jan-06-2018},
	pages = {84 - 93},
	issn = {0954349X},
	doi = {10.1016/j.strueco.2018.02.006},
	url = {https://linkinghub.elsevier.com/retrieve/pii/S0954349X17302862https://api.elsevier.com/content/article/PII:S0954349X17302862?httpAccept=text/xmlhttps://api.elsevier.com/content/article/PII:S0954349X17302862?httpAccept=text/plain},
	author = {Mehic, Adrian}
}
@article {2018,
	title = {The influence of anthropomorphic design cues and communicative agency framing on conversational agent and company perceptions},
	journal = {Computers in Human Behavior},
	volume = {85},
	year = {2018},
	month = {Jan-08-2018},
	pages = {183 - 189},
	issn = {07475632},
	doi = {10.1016/j.chb.2018.03.051},
	author = {Araujo, Theo}
}
@article {2018,
	title = {The internet and jobs opportunities and ambiguous trends},
	year = {2018},
	month = {02/2018},
	keywords = {economics of automation},
	url = {https://www.ceps.eu/system/files/PI2018_06_LP-EN-LW_InternetAndJobs.pdf},
	author = {Lorenzo Pupillo and Eli Noam and Leonard Waverman}
}
@book {2018,
	title = {Investigating ergonomics in the context of human-robot collaboration as a sociotechnical system},
	volume = {784},
	year = {2018},
	pages = {127 - 135},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-94345-9},
	issn = {2194-5357},
	doi = {10.1007/978-3-319-94346-6_12},
	author = {R{\"u}cker, Daniel and Hornfeck, R{\"u}diger and Paetzold, Kristin},
	editor = {Chen, Jessie}
}
@article {2018,
	title = {Is IT changing the world? Conceptions of causality for information systems theorizing },
	journal = {MIS Quarterly},
	volume = {42},
	year = {2018},
	pages = {1255-1280},
	url = {https://dl.acm.org/citation.cfm?id=3370119.3370131},
	author = {M. Lynne Markus and Frantz Rowe}
}
@article {2018,
	title = {{\textquoteleft}It{\textquoteright}s either a panda or a gibbon{\textquoteright}: AI winters and the limits of deep learning},
	journal = {War on the rocks},
	year = {2018},
	type = {Commentary },
	url = {https://warontherocks.com/2018/05/its-either-a-panda-or-a-gibbon-ai-winters-and-the-limits-of-deep-learning/},
	author = {Robert Richbourg}
}
@book {2018,
	title = {Lecture Notes in Computer ScienceArtificial General IntelligenceTowards a Sociological Conception of Artificial Intelligence},
	volume = {10999},
	year = {2018},
	pages = {130 - 139},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-97675-4},
	issn = {0302-9743},
	doi = {10.1007/978-3-319-97676-1},
	author = {Jakub Mlynar and Hamed S. Alavi and Himanshu Verma and Lorenzo Cantoni},
	editor = {Matthew Ikl{\'e} and Arthur Franz and Rafal Rzepka and Ben Goertzel}
}
@book {2018,
	title = {Lecture Notes in Computer ScienceDesign, User Experience, and Usability: Theory and PracticeComparing Human Against Computer Generated Designs: New Possibilities for Design Activity Within Agile Projects},
	volume = {10918},
	year = {2018},
	pages = {693 - 710},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-91796-2},
	issn = {0302-9743},
	doi = {10.1007/978-3-319-91797-9_48},
	author = {Fernandes, Farley and Filgueiras, Ernesto and Neves, Andr{\'e}},
	editor = {Marcus, Aaron and Wang, Wentao}
}
@article {2018,
	title = { Looking though the Pygmalion Lens},
	journal = {AI \& SOCIETY},
	volume = {33},
	year = {2018},
	month = {Jan-11-2018},
	pages = {459 - 465},
	issn = {0951-5666},
	doi = {10.1007/s00146-018-0866-0},
	author = {Gill, Karamjit S.}
}
@book {2018,
	title = {Machine intelligence: Blessing or curse? It depends on us!},
	year = {2018},
	pages = {25 - 39},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-90868-7},
	doi = {10.1007/978-3-319-90869-4_4},
	author = {Helbing, Dirk},
	editor = {Helbing, Dirk}
}
@book {2018,
	title = {Machine Learning for Ecology and Sustainable Natural Resource ManagementUse of Machine Learning (ML) for Predicting and Analyzing Ecological and {\textquoteleft}Presence Only{\textquoteright} Data: An Overview of Applications and a Good Outlook},
	year = {2018},
	pages = {27 - 61},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-96976-3},
	doi = {10.1007/978-3-319-96978-7_2},
	author = {Huettmann, Falk and Craig, Erica H. and Herrick, Keiko A. and Baltensperger, Andrew P. and Grant Humphries and Lieske, David J. and Miller, Katharine and Mullet, Timothy C. and Oppel, Steffen and Resendiz, Cynthia and Rutzen, Imme and Schmid, Moritz S. and Suwal, Madan K. and Young, Brian D.},
	editor = {Grant Humphries and Magness, Dawn R. and Huettmann, Falk}
}
@book {2018,
	title = {Machine Learning for Ecology and Sustainable Natural Resource ManagementMachine Learning and {\textquoteleft}The Cloud{\textquoteright} for Natural Resource Applications: Autonomous Online Robots Driving Sustainable Conservation Management Worldwide?},
	year = {2018},
	pages = {353 - 377},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-96976-3},
	doi = {10.1007/978-3-319-96978-7_18},
	author = {Grant Humphries and Huettmann, Falk},
	editor = {Grant Humphries and Magness, Dawn R. and Huettmann, Falk}
}
@inbook {2018,
	title = {Machine Learning in Wildlife Biology: Algorithms, Data Issues and Availability, Workflows, Citizen Science, Code Sharing, Metadata and a Brief Historical Perspective},
	booktitle = {Machine Learning for Ecology and Sustainable Natural Resource Management},
	year = {2018},
	pages = {3 - 26},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-96976-3},
	doi = {10.1007/978-3-319-96978-7_1},
	author = {Grant Humphries and Huettmann, Falk},
	editor = {Grant Humphries and Magness, Dawn R. and Huettmann, Falk}
}
@article {2018,
	title = {Making progress with the automation of systematic reviews: principles of the International Collaboration for the Automation of Systematic Reviews (ICASR)},
	journal = {Systematic Reviews},
	volume = {7},
	year = {2018},
	month = {Jan-12-2018},
	keywords = {science},
	doi = {10.1186/s13643-018-0740-7},
	author = {Elaine Beller and Justin Clark and Guy Tsafnat and Clive Adams and Heinz Diehl and Hans Lund and Mourad Ouzzani and Kristina Thayer and James Thomas and Tari Turner and Jun Xia and Karen Robinson and Paul Glasziou}
}
@article {2018,
	title = {Making Sure We Don{\textquoteright}t Forget the Basics When Using Machine Learning},
	journal = {JNCI: Journal of the National Cancer Institute},
	volume = {111},
	year = {2018},
	month = {Sep-10-2019},
	pages = {529 - 530},
	issn = {0027-8874},
	doi = {10.1093/jnci/djy179},
	author = {Winn, Aaron N and Neuner, Joan M}
}
@article {2018,
	title = {Managing talented worker in the era of new psychological contract},
	journal = {Jurnal Aplikasi Manajemen},
	volume = {16},
	year = {2018},
	month = {Jan-03-2018},
	pages = {20 - 26},
	issn = {16935241},
	doi = {10.21776/ub.jam.2018.016.01.03},
	author = {Haryadi, Haryadi and Anggraeni, Ade Irma and Ibrahim, Daing Nasir}
}
@article {2018,
	title = {Medicine and the rise of the robots: a qualitative review of recent advances of artificial intelligence in health},
	journal = {BMJ Leader},
	volume = {2},
	year = {2018},
	month = {Apr-06-2020},
	pages = {59 - 63},
	doi = {10.1136/leader-2018-000071},
	author = {Loh, Erwin}
}
@article {2018,
	title = {A method to link advances in Artificial Intelligence to occupational abilities},
	journal = {AEA Papers and Proceedings},
	volume = {108},
	year = {2018},
	month = {Jan-01-2018},
	pages = {54 - 57},
	issn = {2574-0768},
	doi = {10.1257/pandp.20181021},
	author = {Felten, Edward W. and Raj, Manav and Seamans, Robert}
}
@article {2018,
	title = {New education models for the future of work force},
	number = {IZA Policy Paper No. 143},
	year = {2018},
	month = {10/2018},
	publisher = {Global Labor Organization },
	keywords = {industry 4.0; robotics; sequential versus dual education systems; human resources management and policy},
	url = {http://ftp.iza.org/pp143.pdf},
	author = {Francesco Pastore}
}
@article {2018,
	title = {The nordic future of work drivers, institutions, and politics},
	year = {2018},
	institution = {Nordic Council of Ministers},
	url = {https://norden.diva-portal.org/smash/get/diva2:1265618/FULLTEXT01.pdf},
	author = {Jon Erik D{\o}lvik and Johan R{\o}ed Steen}
}
@article {2018,
	title = {Occupational Classifications With A Machine Learning Approach},
	year = {2018},
	keywords = {administrative data, machine learning, occupational classifications, transaction data, UMETRICS},
	url = {https://www.iza.org/publications/dp/11738/occupational-classifications-a-machine-learning-approach},
	author = {Akina Ikudo and Julia Lane and Joseph Staudt and Bruce A. Weinberg}
}
@article {2018,
	title = {The OD imperative to add inclusion to the algorithms of artificial intelligence},
	year = {2018},
	month = {01/2018},
	abstract = {This article details concerns about the potential of machine learning processes to incorporate human biases inherent in social data into artificial intelligence systems that influence consequential decisions in the courts, business and financial transactions, and employment situations. It details incidents of biased decisions and recommendations made by artificial intelligence systems that have been given the patina of objectivity because they were made by machines supposedly free of human bias. The article offers suggestions for addressing the systemic biases that are impacting the viability, credibility, and fairness of machine learning processes and artificial intelligence system.},
	url = {https://www.researchgate.net/publication/323830092_AI_x_I_AI2_The_OD_imperative_to_add_inclusion_to_the_algorithms_of_artificial_intelligence},
	author = {Frederick A. Miller and Judith H. Katz and Roger Gans}
}
@article {2018,
	title = {The operating system for the digital enterprise},
	journal = {Proceedings of the International Conference on Business Excellence},
	volume = {12},
	year = {2018},
	month = {Jan-05-2018},
	pages = {54 - 69},
	doi = {10.2478/picbe-2018-0007},
	author = {Anagnoste, Sorin}
}
@article {2018,
	title = {An overview of autonomous vehicles safety},
	year = {2018},
	abstract = {The new world of autonomous vehicles is posing many challenges to automotive safety. This paper at first describes the status of the ISO 26262 functional safety standard, with specific focus on its application to semiconductors. Then the paper proposes a way to analyze the reliability of a functional safety component, taking into account its safety goal. After that, the paper describes why functional safety and reliability are necessary but not sufficient for AVs: they need to be combined with security, with safety of intended functionality and ultimately with a {\textquotedblleft}responsibility sensitive safety{\textquotedblright}, in order to provide the overall level of trust that the community is expecting from autonomous vehicles.},
	url = {https://ieeexplore.ieee.org/document/8353618}
}
@article {2018,
	title = {Ownership when AI robots do more of the work and earn more of the income},
	journal = {Journal of Participation and Employee Ownership},
	volume = {1},
	year = {2018},
	month = {Nov-06-2018},
	pages = {74 - 95},
	issn = {2514-7641},
	doi = {10.1108/JPEO-04-2018-0015},
	author = {Freeman, Richard B.}
}
@article {2018,
	title = {Paving the way for the future of work},
	journal = {Canadian Public Policy},
	year = {2018},
	month = {Mar-11-2019},
	pages = {1 - 10},
	issn = {0317-0861},
	doi = {10.3138/cpp.2018-012},
	author = {Anani, Namir}
}
@article {2018,
	title = {Platforms at work: Automated hiring platforms and other new intermediaries in the organization of work},
	year = {2018},
	url = {http://dmgreene.net/wp-content/uploads/2018/09/Ajunwa-Greene-Platforms-at-Work-Accepted-Version.pdf},
	author = {Ifeoma Ajunwa and Daniel Greene}
}
@article {2018,
	title = {The predictions on the future of labour are not grounded; some arguments for a bayesian approach},
	journal = {Postmodern Openings},
	volume = {9},
	year = {2018},
	month = {Jan-09-2020},
	pages = {36 - 63},
	issn = {20680236},
	doi = {10.18662/po/35},
	author = {Rotila, Viorel}
}
@article {2018,
	title = {A principled machine learning framework improves accuracy of stage II colorectal cancer prognosis},
	journal = {npj Digital Medicine},
	volume = {1},
	year = {2018},
	month = {Jan-12-2018},
	doi = {10.1038/s41746-018-0057-x},
	author = {Dimitriou, Neofytos and Arandjelovi{\'c}, Ognjen and Harrison, David J. and Caie, Peter D.}
}
@article {2018,
	title = {The productivity j-curve: How intangibles complement general purpose technologies},
	year = {2018},
	institution = {National Bureau of Economic Research},
	address = {Cambridge, MA},
	doi = {10.3386/w25148},
	author = {Brynjolfsson, Erik and Rock, Daniel and Syverson, Chad}
}
@article {2018,
	title = {Promethean AI uses artificial intelligence to help artists fill out game worlds},
	year = {2018},
	keywords = {AI use cases},
	url = {https://venturebeat.com/2018/07/18/promethean-ai-uses-artificial-intelligence-to-help-artists-fill-out-game-worlds/},
	author = {Dean Takahashi}
}
@proceedings {2018,
	title = {Recent advances in social \& cognitive robotics and imminent ethical challenges},
	volume = {211},
	year = {2018},
	keywords = {ethics},
	url = {https://www.atlantis-press.com/proceedings/rais-18/25902731},
	author = {Ali Meghdari and Minoo Alemi}
}
@article {2018,
	title = {Recommendations to improve the nation{\textquoteright}s workforce and labor market information system},
	year = {2018},
	month = {01/2018},
	url = {https://www.doleta.gov/wioa/wiac/docs/Second_Draft_of_the_WIAC_Final_Report.pdf}
}
@article {2018,
	title = {Reflections on the meaning of automated education},
	journal = {education policy analysis archives},
	volume = {26},
	year = {2018},
	month = {May-01-2018},
	pages = {115},
	doi = {10.14507/epaa.26.3863},
	author = {Coelho, Heitor}
}
@article {2018,
	title = {Reinventing capitalism to address automation: Sharing work to secure employment and income},
	journal = {Competition \& Change},
	volume = {22},
	year = {2018},
	month = {Jan-08-2020},
	pages = {343 - 362},
	issn = {1024-5294},
	doi = {10.1177/1024529418783579},
	author = {Rafi Khan, Shahrukh}
}
@conference {2018,
	title = {Research on the application of artificial intelligence technology in human resource management},
	booktitle = {2018 2nd International Conference on Systems, Computing, and Applications2018 2nd International Conference on Systems, Computing, and Applications (SYSTCA 2018)},
	year = {2018},
	publisher = {Francis Academic Press},
	organization = {Francis Academic Press},
	doi = {10.25236/systca.18.038}
}
@article {2018,
	title = {Researchably{\textquoteright}s AI parsers medical research for pharmaceutical companies},
	year = {2018},
	month = {10/2018},
	url = {https://venturebeat.com/2018/10/02/researchablys-ai-parses-medical-research-for-pharmaceutical-companies/},
	author = {Kyle Wiggers}
}
@conference {2018,
	title = {Rethinking AI strategy and policy as entangled super wicked problems},
	booktitle = {the 2018 AAAI/ACM ConferenceProceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society - AIES {\textquoteright}18},
	year = {2018},
	pages = {122 - 122},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {New Orleans, LA, USANew York, New York, USA},
	isbn = {9781450360128},
	doi = {10.1145/3278721.3278746},
	author = {Gruetzemacher, Ross}
}
@article {2018,
	title = {Robot Assisted Surgical Ward Rounds: Virtually Always There},
	journal = {Journal of Innovation in Health Informatics},
	volume = {25},
	year = {2018},
	month = {Sep-03-2018},
	pages = {041},
	issn = {2058-4555},
	doi = {10.14236/jhi.v25i1.982},
	author = {Stefanie M. Croghan and Paul Carroll and Sarah Reade and Amy E Gillis and Paul F. Ridgway}
}
@article {2018,
	title = {Robot companions: A legal and ethical analysis},
	journal = {The Information Society},
	volume = {34},
	year = {2018},
	month = {Mar-05-2020},
	pages = {130 - 140},
	issn = {0197-2243},
	doi = {10.1080/01972243.2018.1444249},
	author = {Bertolini, Andrea and Aiello, Giuseppe}
}
@article {2018,
	title = {Robot revolution: Myth or reality },
	journal = {Proceedings of the IEEE},
	volume = {106},
	year = {2018},
	month = {Jan-12-2018},
	pages = {2095 - 2097},
	issn = {0018-9219},
	doi = {10.1109/JPROC.2018.2877520},
	author = {Joel Trussell, H.}
}
@article {2018,
	title = {Robotic process automation},
	journal = {Business \& Information Systems Engineering},
	volume = {60},
	year = {2018},
	month = {Jan-08-2018},
	pages = {269 - 272},
	issn = {2363-7005},
	doi = {10.1007/s12599-018-0542-4},
	author = {van der Aalst, Wil M. P. and Bichler, Martin and Heinzl, Armin}
}
@article {2018,
	title = {Robotic Process Automation for Auditing},
	journal = {Journal of Emerging Technologies in Accounting},
	volume = {15},
	year = {2018},
	month = {Jan-07-2018},
	pages = {1 - 10},
	issn = {1554-1908},
	doi = {10.2308/jeta-10589},
	author = {Moffitt, Kevin C. and Rozario, Andrea M. and Vasarhelyi, Miklos A.}
}
@article {2018,
	title = {Robots and computers enhance us more than they replace us},
	journal = {The American Economist},
	year = {2018},
	month = {Oct-08-2018},
	pages = {056943451879267},
	issn = {0569-4345},
	doi = {10.1177/0569434518792674},
	author = {Diamond, Arthur M.}
}
@article {2018,
	title = { Robots worldwide: The impact of automation on employment and trade},
	number = {36},
	year = {2018},
	month = {10/2018},
	keywords = {economics of automation, Employment, off-shoring, re-shoring, robot, technology},
	url = {https://www.ilo.org/wcmsp5/groups/public/---dgreports/---inst/documents/publication/wcms_648063.pdf},
	author = {Francesco Carnonero and Ekkehard Ernst and Enzo Weber}
}
@book {2018,
	title = {The role of technological progress and structural change in the labour market},
	year = {2018},
	pages = {15 - 41},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-90547-1},
	issn = {2511-2023},
	doi = {10.1007/978-3-319-90548-8_2},
	author = {Bosio, Giulio and Cristini, Annalisa},
	editor = {Bosio, Giulio and Minola, Tommaso and Origo, Federica and Tomelleri, Stefano}
}
@article {2018,
	title = {Should we fear the robot revolution?},
	journal = {Journal of Monetary Economics},
	volume = {97},
	year = {2018},
	month = {Jan-08-2018},
	pages = {117 - 148},
	issn = {03043932},
	doi = {10.1016/j.jmoneco.2018.05.014},
	author = {Berg, Andrew and Buffie, Edward F. and Zanna, Luis-Felipe}
}
@article {2018,
	title = {Skill shift automation and the future of the workforce},
	year = {2018},
	month = {05/2018},
	url = {https://www.mckinsey.com/featured-insights/future-of-work/skill-shift-automation-and-the-future-of-the-workforce},
	author = {Jaccques Bughin and Eric Hazan and Susan Lund and Peter Dahlstrom and Anna Wiesinger and Amresh Subramaniam}
}
@book {2018,
	title = {The social consequences of the digital revolution},
	volume = {6},
	year = {2018},
	publisher = {Edizioni Ca{\textquoteright} Foscari},
	organization = {Edizioni Ca{\textquoteright} Foscari},
	address = {Venice},
	isbn = {978-88-6969-274-1},
	issn = {2610-9085},
	doi = {10.30687/2610-968910.30687/978-88-6969-273-410.30687/978-88-6969-273-4/008},
	url = {http://edizionicafoscari.unive.it/collane/societa-e-trasformazioni-sociali/http://edizionicafoscari.unive.it/libri/978-88-6969-274-1/http://edizionicafoscari.unive.it/libri/978-88-6969-274-1/the-social-consequences-of-the-digital-revolution/},
	author = {Basso, Pietro and Chiaretti, Giuliana and Krzywdzinski, Martin and Gerber, Christine and Evers, Maren}
}
@article {2018,
	title = {Social machines and the Internet : What went wrong?},
	journal = {BiD: textos universitaris de biblioteconomia i documentaci�},
	year = {2018},
	month = {Jan-01-2018},
	issn = {15755886},
	doi = {10.1344/BiD2018.41.8}
}
@article {2018,
	title = {Social robots as cultural objects: The sixth dimension of dynamicity?},
	journal = {The Information Society},
	volume = {34},
	year = {2018},
	month = {Mar-05-2020},
	pages = {141 - 152},
	issn = {0197-2243},
	doi = {10.1080/01972243.2018.1444253},
	author = {Fortunati, Leopoldina and Sarrica, Mauro and Ferrin, Giovanni and Brondi, Sonia and Honsell, Furio}
}
@article {2018,
	title = {Socio-economic and legal impact of autonomous robotics and ai entities},
	journal = {IEEE Technology and Society Magazine},
	volume = {37},
	year = {2018},
	month = {Jan-03-2018},
	pages = {70 - 79},
	issn = {0278-0097},
	doi = {10.1109/MTS.2018.2795120},
	author = {Broman, Morgan M. and Finckenberg-Broman, Pamela}
}
@article {2018,
	title = {Sustainable skills for the world of work in the digital age},
	journal = {Systems Research and Behavioral Science},
	volume = {35},
	year = {2018},
	month = {Jan-07-2018},
	pages = {399 - 405},
	doi = {10.1002/sres.v35.410.1002/sres.2540},
	author = {Sousa, Maria Jos{\'e} and Wilks, Daniela},
	editor = {Laszlo, Alexander}
}
@article {2018,
	title = {System architecture of a driverless electric car in the grand cooperative driving challenge},
	journal = {IEEE Intelligent Transportation Systems Magazine},
	volume = {10},
	year = {2018},
	month = {Jan-21-2018},
	pages = {47 - 59},
	issn = {1939-1390},
	doi = {10.1109/MITS.2017.2776135},
	author = {Xu, Philippe and Dherbomez, Gerald and Hery, Elwan and Abidli, Abderrahmen and Bonnifait, Philippe}
}
@article {2018,
	title = {Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms},
	journal = {Research Policy},
	volume = {47},
	year = {2018},
	month = {Jan-11-2018},
	pages = {1762 - 1776},
	issn = {00487333},
	doi = {10.1016/j.respol.2018.06.008},
	author = {Van Roy, Vincent and V{\'e}rtesy, D{\'a}niel and Vivarelli, Marco}
}
@article {2018,
	title = {Technology, productivity and employment: an empirical analysis of indian industries},
	journal = {Journal of Business Thought},
	volume = {9},
	year = {2018},
	month = {Jan-04-2020},
	pages = {1 - 10},
	doi = {10.18311/jbt/2018/21173},
	author = {Aggarwal, Suresh Chand}
}
@article {2018,
	title = {Technology-induced bias in the theory of evidence-based medicine},
	journal = {Journal of Evaluation in Clinical Practice},
	volume = {24},
	year = {2018},
	month = {Jan-10-2018},
	pages = {945 - 949},
	doi = {10.1111/jep.12972},
	author = {Eustace, Scott}
}
@article {2018,
	title = {Techno-unemployment: A framework for assessing the effects of information and communication technologies on work},
	journal = {Telematics and Informatics},
	volume = {35},
	year = {2018},
	month = {Jan-10-2018},
	pages = {1863 - 1876},
	issn = {07365853},
	doi = {10.1016/j.tele.2018.05.013},
	author = {Garcia-Murillo, Martha and MacInnes, Ian and Bauer, Johannes M.}
}
@conference {2018,
	title = {Theorizing human and bot co - production effects on information quality},
	booktitle = {Thirty - n inth International Conference on Information Systems,},
	year = {2018},
	url = {https://icis2018postergallery.weebly.com/416-social-media-and-digital-collaboration.html},
	author = {Amber G. Young and Amber G. Young and Gerald C. Kane}
}
@article {2018,
	title = {Is There a Smarter Path to Artificial Intelligence? Some Experts Hope So},
	journal = {The NewYork Times},
	year = {2018},
	url = {https://www.nytimes.com/2018/06/20/technology/deep-learning-artificial-intelligence.html},
	author = {Steve Lohr}
}
@article {2018,
	title = {This time it might be different: Analysis of the impact of digitalization on the labour market},
	journal = {European Scientific Journal ESJ},
	volume = {14},
	year = {2018},
	month = {Jul-12-2020},
	issn = {18577881},
	doi = {10.19044/esj.2018.v14n36p68},
	author = {Lovergine, Saverio and Pellero, Alberto}
}
@conference {2018,
	title = {Towards an understanding of how chatbots create value},
	booktitle = {Hawaii International Conference on System SciencesProceedings of the 51st Hawaii International Conference on System Sciences},
	year = {2018},
	publisher = {Hawaii International Conference on System Sciences},
	organization = {Hawaii International Conference on System Sciences},
	doi = {10.24251/HICSS.2018.255},
	author = {Stoeckli, Emanuel and Uebernickel, Falk and Brenner, Walter}
}
@article {2018,
	title = {Transparency and fairness in machine learning applications},
	journal = {Texas A\&M Journal of Property Law},
	volume = {4},
	year = {2018},
	url = {https://scholarship.law.tamu.edu/cgi/viewcontent.cgi?article=1079\&context=journal-of-property-law},
	author = {Jim Shook and Robyn Smith and Alex Antonio}
}
@article {2018,
	title = {An Uber ethical dilemma: examining the social issues at stake},
	journal = {Journal of Information, Communication and Ethics in Society},
	volume = {16},
	year = {2018},
	month = {Jan-08-2019},
	pages = {261 - 274},
	issn = {1477-996X},
	doi = {10.1108/JICES-03-2018-0024},
	url = {https://www.emerald.com/insight/content/doi/10.1108/JICES-03-2018-0024/full/htmlhttps://www.emeraldinsight.com/doi/full/10.1108/JICES-03-2018-0024https://www.emeraldinsight.com/doi/full-xml/10.1108/JICES-03-2018-0024},
	author = {Chee, Florence M.}
}
@conference {2018,
	title = {Understanding Chatbot-mediated Task Management},
	booktitle = {the 2018 CHI ConferenceProceedings of the 2018 CHI Conference on Human Factors in Computing Systems  - CHI {\textquoteright}18},
	year = {2018},
	pages = {1 - 6},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {Montreal QC, CanadaNew York, New York, USA},
	isbn = {9781450356206},
	doi = {10.1145/317357410.1145/3173574.3173632},
	author = {Toxtli, Carlos and Monroy-Hern{\'a}ndez, Andr{\'e}s and Cranshaw, Justin}
}
@book {2018,
	title = {Understanding tasks, automation, and the national health service},
	volume = {10766},
	year = {2018},
	pages = {544 - 549},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-78104-4},
	issn = {0302-9743},
	doi = {10.1007/978-3-319-78105-1_60},
	author = {Willis, Matt and Meyer, Eric T.},
	editor = {Chowdhury, Gobinda and McLeod, Julie and Gillet, Val and Willett, Peter}
}
@article {2018,
	title = {The value of work: Addressing the future of work through the lens of solidarity},
	journal = {Bioethics},
	volume = {32},
	year = {2018},
	month = {Jan-11-2018},
	pages = {585 - 592},
	doi = { 10.1111/bioe.12507},
	author = {Prainsack, Barbara and Buyx, Alena},
	editor = {Buyx, Alena and Prainsack, Barbara}
}
@article {2018,
	title = {When Will AI Exceed Human Performance? Evidence from AI Experts},
	year = {2018},
	url = {https://jair.org/index.php/jair/article/download/11222/26431/},
	author = {Katja Grace and John Salvatier and Allan Dafoe and Baobao Zhang and Owain Evans}
}
@article {2018,
	title = {Will artificial intelligence solve the human resource crisis in healthcare?},
	journal = {BMC Health Services Research},
	volume = {18},
	year = {2018},
	month = {Jan-12-2018},
	doi = {10.1186/s12913-018-3359-4},
	author = {Mesk{\'o}, Bertalan and Het{\'e}nyi, Gergely and Gy{\H o}rffy, Zsuzsanna}
}
@article {2018,
	title = {Work and organizational psychology looks at the fourth industrial revolution: How to support workers and organizations? },
	journal = {Frontiers in Psychology},
	volume = {9},
	year = {2018},
	month = {Apr-11-2020},
	doi = {10.3389/fpsyg.2018.02365},
	author = {Ghislieri, Chiara and Molino, Monica and Cortese, Claudio G.}
}
@article {2018,
	title = {Working and organizing in the age of the learning algorithm},
	journal = {Information and Organization},
	volume = {28},
	year = {2018},
	month = {Jan-03-2018},
	pages = {62 - 70},
	issn = {14717727},
	doi = {10.1016/j.infoandorg.2018.02.005},
	author = {Faraj, Samer and Pachidi, Stella and Sayegh, Karla}
}
@article {2017,
	title = {6 areas of AI and machine learning to watch closely},
	year = {2017},
	url = {https://medium.com/@NathanBenaich/6-areas-of-artificial-intelligence-to-watch-closely-673d590aa8aa},
	author = {Nathan Benaich}
}
@article {2017,
	title = {9 IT projects primed for machine learning},
	year = {2017},
	note = {<p>With AI quickly becoming strategic, look for projects that can give you some quick business wins andhelp you gain the skills to apply machine learning more broadly.</p>},
	month = {10/2017},
	url = {https://www.cio.com/article/3231650/9-it-projects-primed-for-machine-learning.html},
	author = {Mary Branscombe}
}
@inbook {2017,
	title = {Agents as collaborating team members},
	year = {2017},
	month = {09/2017},
	publisher = {EBSCO},
	organization = {EBSCO},
	keywords = {bots},
	url = {https://www.taylorfrancis.com/books/e/9781315593166/chapters/10.1201/9781315593166-7},
	author = {Abhijit V. Deshmukh and Sara A.McComb and Christian Wernz}
}
@article {2017,
	title = {AI AND THE GHOST IN THE MACHINE},
	year = {2017},
	url = {http://hackaday.com/2017/02/06/ai-and-the-ghost-in-the-machine/},
	author = {Cameron Coward}
}
@article {2017,
	title = {AI can take over our mundane tasks},
	year = {2017},
	month = {10/2017},
	abstract = {<p>Here{\textquoteright}s how human workers can learn new, more stimulating skills</p>},
	url = {https://www.vox.com/2017/10/18/16492156/coaching-cloud-future-work-jobs-artificial-intelligence-ai-enterprise-employee-training},
	author = {Gordon Ritter}
}
@article {2017,
	title = {The AI detectives},
	volume = {357},
	year = {2017},
	month = {Jul-07-2017},
	pages = {22 - 27},
	issn = {0036-8075},
	doi = {10.1126/science.357.6346.22},
	author = {Voosen, Paul}
}
@article {2017,
	title = {AI has become so popular in picking stocks that it{\textquoteright}s become ineffective},
	year = {2017},
	note = {<p>Everyone mining the similar data, neutralizing its alpha</p>},
	month = {10/2017},
	url = {https://www.marketwatch.com/story/ai-has-become-so-popular-in-picking-stocks-that-its-become-ineffective-2017-10-06},
	author = {Ryan Vlastelica}
}
@article {2017,
	title = {AI in Action: Combing the genome for the roots of autism},
	journal = {Science},
	volume = {357},
	year = {2017},
	month = {Jul-07-2017},
	pages = {25 - 25},
	issn = {0036-8075},
	doi = {10.1126/science.357.6346.25},
	author = {Pennisi, Elizabeth}
}
@article {2017,
	title = {AI in Action: Machines that make sense of the sky},
	journal = {Science},
	volume = {357},
	year = {2017},
	month = {Jul-07-2017},
	pages = {26 - 26},
	issn = {0036-8075},
	doi = {10.1126/science.357.6346.26},
	author = {Sokol, Joshua}
}
@article {2017,
	title = {AI in contact centers},
	journal = {Communications of the ACM},
	volume = {60},
	year = {2017},
	month = {Dec-07-2018},
	pages = {18 - 19},
	issn = {00010782},
	doi = {10.1145/312734310.1145/3105442},
	author = {Kirkpatrick, Keith}
}
@article {2017,
	title = {AI will create 800,000 jobs and $1.1 trillion revenue by 2021: Salesforce},
	journal = {salesforce},
	year = {2017},
	month = {06/2017},
	type = {AI},
	url = {https://www.salesforce.com/company/news-press/press-releases/2017/06/170614/},
	author = {Tas Bindi}
}
@article {2017,
	title = {Algorithmic IF  {\textellipsis} THEN rules and the conditions and consequences of power},
	journal = {Information, Communication \& Society},
	volume = {20},
	year = {2017},
	month = {Feb-01-2017},
	pages = {45 - 62},
	issn = {1369-118X},
	doi = {10.1080/1369118X.2016.1156141},
	author = {Neyland, Daniel and M{\"o}llers, Norma}
}
@article {2017,
	title = {The algorithmic imaginary: Exploring the ordinary affects of Facebook algorithms},
	journal = {Information, Communication \& Society},
	volume = {20},
	year = {2017},
	month = {Feb-01-2017},
	pages = {30 - 44},
	issn = {1369-118X},
	doi = {10.1080/1369118X.2016.1154086},
	author = {Bucher, Taina}
}
@article {2017,
	title = {Algorithmically recognizable: Santorum{\textquoteright}s google problem, and google{\textquoteright}s santorum problem},
	journal = {Information, Communication \& Society},
	volume = {20},
	year = {2017},
	month = {Feb-01-2017},
	pages = {63 - 80},
	issn = {1369-118X},
	doi = {10.1080/1369118X.2016.1199721},
	author = {Gillespie, Tarleton}
}
@article {2017,
	title = {Algorithms (and the) everyday},
	journal = {Information, Communication \& Society},
	volume = {20},
	year = {2017},
	month = {Feb-01-2017},
	pages = {137 - 150},
	issn = {1369-118X},
	doi = {10.1080/1369118X.2016.1200645},
	author = {Willson, Michele}
}
@article {2017,
	title = {Anxiety about automation and jobs: Will we see anti-tech laws?},
	journal = {AEIdeas},
	year = {2017},
	month = {07/2017},
	type = {economics},
	url = {https://www.aei.org/economics/anxiety-about-automation-and-jobs-will-we-see-anti-tech-laws/},
	author = {James Pethokoukis}
}
@article {2017,
	title = {Artificial intelligence and the modern productivity paradox: a clash of expectations and statistics},
	number = {24001},
	year = {2017},
	month = {11/2017},
	keywords = {economics of automation},
	url = {http://www.nber.org/papers/w24001},
	author = {Erik Brynjolfsson and Daniel Rock and Chad Syverson}
}
@book {2017,
	title = {Artificial Intelligence and the two singularities},
	series = {A Chapman \& Hall Book},
	year = {2017},
	month = {08/2018},
	publisher = {EBSCO},
	organization = {EBSCO},
	edition = {1st},
	url = {https://www.amazon.com/Artificial-Intelligence-Singularities-Chapman-Robotics/dp/0815368534},
	author = {Calum Chace}
}
@article {2017,
	title = {Artificial Intelligence For Social Good},
	year = {2017},
	note = {Sponsored by the Computing Community Consortium (CCC)},
	url = {https://cra.org/ccc/wp-content/uploads/sites/2/2016/04/AI-for-Social-Good-Workshop-Report.pdf},
	author = {Gregory D. Hager and Ann Drobnis and Fei Fang and Rayid Ghani and Amy Greenwald and Terah Lyons and David C. Parkes and Jason Schultz and Suchi Saria and Stephen F. Smith and Milind Tambe}
}
@article {2017,
	title = {Artificial intelligence in healthcare: past, present and future},
	journal = {Stroke and Vascular Neurology},
	volume = {2},
	year = {2017},
	month = {Aug-12-2018},
	pages = {230 - 243},
	issn = {2059-8688},
	doi = {10.1136/svn-2017-000101},
	author = {Jiang, Fei and Jiang, Yong and Zhi, Hui and Dong, Yi and Li, Hao and Ma, Sufeng and Wang, Yilong and Dong, Qiang and Shen, Haipeng and Wang, Yongjun}
}
@article {2017,
	title = {Artificial intelligence in research},
	journal = {Science},
	volume = {357},
	year = {2017},
	month = {Jul-07-2017},
	pages = {28 - 30},
	issn = {0036-8075},
	doi = {10.1126/science.357.6346.28},
	author = {Musib, Mrinal and Wang, Feng and Tarselli, Michael A. and Yoho, Rachel and Yu, Kun-Hsing and Andr{\'e}s, Rigoberto Medina and Greenwald, Noah F. and Pan, Xubin and Lee, Chien-Hsiu and Zhang, Jian and Dutton-Regester, Ken and Johnston, Jake Wyatt and Sharafeldin, Icell Mahmoud}
}
@article {2017,
	title = {Artificial Intelligence Index},
	year = {2017},
	url = {https://aiindex.org/2017-report.pdf},
	author = {Yoav Shoham and Raymond Perrault and Erik Brynjolfsson and Jack Clark}
}
@article {2017,
	title = {Artificial Intelligence: The next digital frontier},
	year = {2017},
	url = {https://www.mckinsey.com/~/media/McKinsey/Industries/Advanced\%20Electronics/Our\%20Insights/How\%20artificial\%20intelligence\%20can\%20deliver\%20real\%20value\%20to\%20companies/MGI-Artificial-Intelligence-Discussion-paper.ashx},
	author = {Jaccques Bughin and Eric Hazan and Sree Ramaswamy and Michael Chui and Tera Allas and Peter Dahlstrom and Nicolaus Henke and Monica Trench}
}
@article {2017,
	title = {As amazon pushes forward with robots, workers find new roles},
	year = {2017},
	month = {10/2017},
	url = {https://www.nytimes.com/2017/09/10/technology/amazon-robots-workers.html},
	author = {Nick Wingfield}
}
@article {2017,
	title = {Assessing drivers{\textquoteright} response during automated driver support system failures with non-driving tasks},
	journal = {Journal of Safety Research},
	volume = {61},
	year = {2017},
	month = {Jan-06-2017},
	pages = {149 - 155},
	issn = {00224375},
	doi = {10.1016/j.jsr.2017.02.009},
	author = {Shen, Sijun and Neyens, David M.}
}
@article {2017,
	title = {Automation, computerisation and future employment in Singapore},
	journal = {Journal of Southeast Asian Economies},
	volume = {34},
	year = {2017},
	keywords = {economics of automation},
	url = {https://mpra.ub.uni-muenchen.de/79961/},
	author = {King Fuei Lee}
}
@article {2017,
	title = {Automation, computerization and future employment in Singapore},
	journal = {Southeast Asian Economies},
	volume = {34},
	year = {2017},
	month = {Jul-08-2019},
	pages = {388 - 399},
	issn = {2339-5095},
	doi = {10.1355/ae34-2h},
	author = {Fuei, Lee King}
}
@proceedings {2017,
	title = {Automation of a Business Process Using Robotic Process Automation (RPA): A Case Study},
	volume = {742},
	year = {2017},
	pages = {65 - 71},
	publisher = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-66962-5},
	issn = {1865-0929},
	doi = {10.1007/978-3-319-66963-2_7},
	author = {Aguirre, Santiago and Rodriguez, Alejandro},
	editor = {Figueroa-Garc{\'\i}a, Juan Carlos and L{\'o}pez-Santana, Eduyn Ramiro and Villa-Ram{\'\i}rez, Jos{\'e} Luis and Ferro-Escobar, Roberto}
}
@article {2017,
	title = {Big data and organizational design {\textendash} the brave new world of algorithmic management and computer augmented transparency},
	journal = {Innovation},
	volume = {19},
	year = {2017},
	month = {Feb-01-2017},
	pages = {23 - 30},
	issn = {1447-9338},
	doi = {10.1080/14479338.2016.1252043},
	author = {Schildt, Henri}
}
@book {2017,
	title = {Big Data in Organizations and the Role of Human Resource Management},
	year = {2017},
	url = {https://www.jstor.org/stable/j.ctv9hj9z6.1},
	author = {Peter Lang}
}
@article {2017,
	title = {Can ford turn itself find a tech company},
	year = {2017},
	url = {https://www.nytimes.com/interactive/2017/11/09/magazine/tech-design-autonomous-future-cars-detroit-ford.html},
	author = {Kevin Roose}
}
@article {2017,
	title = {The changing nature of work: Careers, identities, and work lives in the 21 century},
	journal = {Academy of Management Discoveries},
	volume = {3},
	year = {2017},
	month = {Jan-06-2017},
	pages = {111 - 115},
	doi = {10.5465/amd.2017.0034},
	author = {Barley, Stephen R. and Bechky, Beth A. and Milliken, Frances J.}
}
@proceedings {2017,
	title = {Chatbots as assistants, an architectural framework},
	year = {2017},
	url = {https://dl.acm.org/citation.cfm?id=3172805},
	author = {Adam Di Prospera and Nojan norouzi and Morios Fokaefs and Marin Litoiu}
}
@article {2017,
	title = {Comparing the initial human-human and human-AI social interactions},
	journal = {Computers in Human Behavior},
	volume = {72},
	year = {2017},
	month = {Jan-07-2017},
	pages = {432 - 440},
	issn = {07475632},
	doi = {10.1016/j.chb.2017.02.067},
	author = {Mou, Yi and Xu, Kun}
}
@article {2017,
	title = {Computer technology and probable job destructions in Japan: An evaluation},
	journal = {Journal of the Japanese and International Economies},
	volume = {43},
	year = {2017},
	month = {Jan-03-2017},
	pages = {77 - 87},
	issn = {08891583},
	doi = {10.1016/j.jjie.2017.01.001},
	author = {David, Benjamin}
}
@article {2017,
	title = {Computing brains: Learning algorithms and neurocomputation in the smart city},
	journal = {Information, Communication \& Society},
	volume = {20},
	year = {2017},
	month = {Feb-01-2017},
	pages = {81 - 99},
	issn = {1369-118X},
	doi = {10.1080/1369118X.2016.1181194},
	author = {Williamson, Ben}
}
@article {2017,
	title = {The cyberscientist},
	journal = {Science},
	volume = {357},
	year = {2017},
	month = {Jul-07-2017},
	pages = {18 - 21},
	issn = {0036-8075},
	doi = {10.1126/science.357.6346.18},
	author = {Bohannon, John}
}
@conference {2017,
	title = {Data tracking in search of workflows},
	booktitle = {the 2017 ACM ConferenceProceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing - CSCW {\textquoteright}17},
	year = {2017},
	pages = {2153 - 2165},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {Portland, Oregon, USANew York, New York, USA},
	isbn = {9781450343350},
	doi = {10.1145/2998181.2998296},
	author = {Holten M{\o}ller, Naja L. and Bj{\o}rn, Pernille and Villumsen, Jonas Christoffer and Hancock, Tine C. Hansen and Aritake, Toshimitsu and Tani, Shigeyuki}
}
@article {2017,
	title = {Datification, organizational strategy, and is research: What{\textquoteright}s the score? },
	journal = {The Journal of Strategic Information Systems},
	volume = {26},
	year = {2017},
	month = {Jan-09-2017},
	pages = {233 - 241},
	issn = {09638687},
	doi = {10.1016/j.jsis.2017.08.003},
	author = {Markus, M. Lynne}
}
@article {2017,
	title = {Debating big data: A literature review on realizing value from big data},
	journal = {The Journal of Strategic Information Systems},
	volume = {26},
	year = {2017},
	month = {Jan-09-2017},
	pages = {191 - 209},
	issn = {09638687},
	doi = {10.1016/j.jsis.2017.07.003},
	author = {G{\"u}nther, Wendy Arianne and Rezazade Mehrizi, Mohammad H. and Huysman, Marleen and Feldberg, Frans}
}
@article {2017,
	title = {A deep learning approach for quantifying tumor extent},
	journal = {Scientific Reports},
	volume = {7},
	year = {2017},
	month = {Jan-06-2017},
	doi = {10.1038/srep46450},
	author = {Cruz-Roa, Angel and Gilmore, Hannah and Basavanhally, Ajay and Feldman, Michael and Ganesan, Shridar and Shih, Natalie N.C. and Tomaszewski, John and Gonz{\'a}lez, Fabio A. and Madabhushi, Anant}
}
@article {2017,
	title = {Deep learning for healthcare: review, opportunities and challenges},
	journal = {Briefings in Bioinformatics},
	volume = {19},
	year = {2017},
	month = {Jun-05-2017},
	pages = {1236 - 1246},
	issn = {1467-5463},
	doi = {10.1093/bib/bbx044},
	author = {Miotto, Riccardo and Wang, Fei and Wang, Shuang and Jiang, Xiaoqian and Joel T. Dudley}
}
@article {2017,
	title = {DeepMind just published a mind blowing paper: PathNet},
	year = {2017},
	url = {https://medium.com/mcgill-artificial-intelligence-review/deepmind-just-published-a-mind-blowing-paper-pathnet-f72b1ed38d46},
	author = {Th{\'e}o Szymkowiak}
}
@article {2017,
	title = {Digital technologies and artificial intelligence{\textquoteright}s present and foreseeable impact on lawyering, judging, policing and law enforcement},
	journal = {AI \& SOCIETY},
	volume = {32},
	year = {2017},
	month = {Jan-08-2017},
	pages = {441 - 464},
	issn = {0951-5666},
	doi = {10.1007/s00146-015-0596-5},
	author = {Nissan, Ephraim}
}
@article {2017,
	title = {Do technological innovations affect unemployment? Some empirical evidence from European countries},
	journal = {Economies},
	volume = {5},
	year = {2017},
	month = {Jan-12-2017},
	pages = {48},
	doi = {10.3390/economies5040048},
	author = {Matuzeviciute, Kristina and Butkus, Mindaugas and Karaliute, Akvile}
}
@article {2017,
	title = {Elon Musk Lays Out Worst-Case Scenario for AI Threat},
	year = {2017},
	url = {https://www.wsj.com/articles/elon-musk-warns-nations-governors-of-looming-ai-threat-calls-for-regulations-1500154345},
	author = {Tim Higgins}
}
@mastersthesis {2017,
	title = {An empirical analysis of the impacts of robotization on employment in the Norwegian manufacturing industry},
	year = {2017},
	type = {master thesis},
	abstract = {Rapid advances in robotics, artificial intelligence, and digital technologies have introduced renewed concern that labor will become redundant. The aim of this thesis is to assess whether there exists a relationship between robotization and employment in the time periods 1996-2005 and 2008-2015 in Norwegian manufacturing industries. We exploit data on operational robots from the International Federation of Robotics and individual level data from the Norwegian Labour Force Survey, to assess a potential relationship between increased robotization and the probability of being employed within the manufacturing industries. Utilizing linear probability models, we find no negative relationship between increased robotization and the probability of being employed in Norwegian manufacturing industries. Further, we find indications of a relationship between increased robotization and skill-biases. However, the relationships are of no economic significance. Our findings are consistent with previous research on the impacts of robotization on employment outcomes. Further, we find that robotization is distinct and weakly correlated to import density and capital density.},
	url = {https://www.semanticscholar.org/paper/Will-robots-replace-us-\%3A-an-Empirical-analysis-of-Gr\%C3\%B8ndahl-Eriksen/e4e22bf2498e42d6308d81cc7483b5a0b8ba48e7},
	author = {Fredrik Gr{\o}ndahl and Gina Hegland Eriksen}
}
@article {2017,
	title = {Employment, inequality and ethics in the digital age},
	journal = {The IPPR Commission on Economic Justice},
	year = {2017},
	month = {12/2017},
	url = {https://www.ippr.org/publications/managing-automation},
	author = {Mathew Lawrence and Carys Roberts and Loren King}
}
@article {2017,
	title = {Empowerment As Replacement for the Three Laws of Robotics},
	journal = {Frontiers in Robotics and AI},
	volume = {4},
	year = {2017},
	month = {May-06-2019},
	doi = {10.3389/frobt.2017.00025},
	author = {Salge, Christoph and Polani, Daniel}
}
@article {2017,
	title = {Evaluating Assessments in the Age of Big Data and AI},
	year = {2017},
	url = {https://www.ibm.com/downloads/cas/D5GQD70R},
	author = {Nigel Guenole and Sheri Feinzig}
}
@mastersthesis {2017,
	title = {Evaluating the effects of industrial robots on the European labour market},
	volume = {Bergen, Fall, 2017},
	year = {2017},
	keywords = {economics of automation},
	url = {https://pdfs.semanticscholar.org/4e19/3a0a02315803d799520b094cce36a1888a94.pdf},
	author = {Elena Natalie and Cagnol Hveem}
}
@article {2017,
	title = {An experimental comparison of Chatbot and Human task partners},
	journal = {Computers in Human Behavior},
	volume = {75},
	year = {2017},
	month = {Jan-10-2017},
	pages = {461 - 468},
	issn = {07475632},
	doi = {10.1016/j.chb.2017.05.045},
	author = {Fryer, Luke K. and Ainley, Mary and Thompson, Andrew and Gibson, Aaron and Sherlock, Zelinda}
}
@article {2017,
	title = {Exploring the tension between transparency and datification effects of open government IS through the lens of Complex Adaptive Systems},
	journal = {The Journal of Strategic Information Systems},
	volume = {26},
	year = {2017},
	month = {Jan-09-2017},
	pages = {210 - 232},
	issn = {09638687},
	doi = {10.1016/j.jsis.2017.07.001},
	author = {Marjanovic, Olivera and Cecez-Kecmanovic, Dubravka}
}
@article {2017,
	title = {The forthcoming Artificial Intelligence (AI) revolution: Its impact on society and firms},
	journal = {Futures},
	volume = {90},
	year = {2017},
	month = {Jan-06-2017},
	pages = {46 - 60},
	issn = {00163287},
	doi = {10.1016/j.futures.2017.03.006},
	author = {Makridakis, Spyros}
}
@book {2017,
	title = {The Frontiers of MACHINE LEARNING},
	year = {2017},
	url = {https://www.nap.edu/read/25021/chapter/5},
	author = {Lisa Casola}
}
@article {2017,
	title = {The future of employment: How susceptible are jobs to computerisation?},
	journal = {Technological Forecasting and Social Change},
	volume = {114},
	year = {2017},
	month = {Jan-01-2017},
	pages = {254 - 280},
	issn = {00401625},
	doi = {10.1016/j.techfore.2016.08.019},
	author = {Frey, Carl Benedikt and Osborne, Michael A.}
}
@article {2017,
	title = {The future of skills employment in 2030},
	year = {2017},
	keywords = {consulting reports},
	url = {https://futureskills.pearson.com/research/assets/pdfs/technical-report.pdf}
}
@article {2017,
	title = {A future that works: Automation, employment and productivity},
	year = {2017},
	url = {https://www.mckinsey.com/mgi/overview},
	author = {James Manyika and Michael Chui and Mehdi Miremadi and Jaccques Bughin and Katy George and Paul Willmott and Martin Dewhurst}
}
@article {2017,
	title = {Google DeepMind and healthcare in an age of algorithms},
	journal = {Health and Technology},
	volume = {7},
	year = {2017},
	month = {Jan-12-2017},
	pages = {351 - 367},
	issn = {2190-7188},
	doi = {10.1007/s12553-017-0179-1},
	author = {Powles, Julia and Hodson, Hal}
}
@article {2017,
	title = {A History of Deep Learning},
	year = {2017},
	url = {https://www.import.io/post/history-of-deep-learning/},
	author = {Andrew Fogg}
}
@article {2017,
	title = {House gets serious about driverless cars},
	year = {2017},
	url = {https://thehill.com/policy/transportation/344141-driverless-car-bill-speeds-through-house},
	author = {Melanie Zanona}
}
@article {2017,
	title = {How AI is streamlining marketing and sales},
	year = {2017},
	month = {06/2017},
	keywords = {AI use cases},
	url = {https://hbr.org/2017/06/how-ai-is-streamlining-marketing-and-sales},
	author = {Brad Power}
}
@article {2017,
	title = { How automation is changing auditing},
	journal = {Journal of Emerging Technologies in Accounting},
	volume = {14},
	year = {2017},
	month = {Jan-03-2017},
	pages = {115 - 122},
	issn = {1554-1908},
	doi = {10.2308/jeta-51730},
	author = {Kokina, Julia and Davenport, Thomas H.}
}
@article {2017,
	title = {How big data is empowering AI and machine learning at scale},
	year = {2017},
	month = {05/2017},
	keywords = {data and analytics},
	url = {https://sloanreview.mit.edu/article/how-big-data-is-empowering-ai-and-machine-learning-at-scale/},
	author = {Randy Bean}
}
@article {2017,
	title = {How can architects adapt to the coming age of AI?},
	year = {2017},
	url = {https://archpaper.com/2017/11/architects-adapt-coming-ai/},
	author = {Phil Bernstein}
}
@article {2017,
	title = {How computers will replace your doctor?},
	year = {2017},
	url = {https://theweek.com/articles/441528/how-computers-replace-doctor},
	author = {Pascal-Emmanuel Gobry}
}
@article {2017,
	title = {How fortune 500 firms are adopting online freelancing platforms},
	year = {2017},
	institution = {University of Oxford},
	url = {https://www.oii.ox.ac.uk/publications/platform-sourcing.pdf},
	author = {Greetje F. Corporaal and Vili Lehdonvirta}
}
@article {2017,
	title = {How is new technology changing job design?},
	journal = {IZA World of Labor},
	year = {2017},
	month = {Jan-01-2017},
	doi = {10.15185/izawol.344},
	author = {Gibbs, Michael}
}
@article {2017,
	title = {How the internet of people will change the future of work},
	journal = {Gale Academic Onefile},
	volume = {40},
	year = {2017},
	publisher = {Human Resource Planning Society},
	type = {People \& Strategy},
	author = {Anna Tavis}
}
@article {2017,
	title = {{\textquoteleft}Hypernudge{\textquoteright}: Big Data as a mode of regulation by design},
	journal = {Information, Communication \& Society},
	volume = {20},
	year = {2017},
	month = {Feb-01-2017},
	pages = {118 - 136},
	issn = {1369-118X},
	doi = {10.1080/1369118X.2016.1186713},
	author = {Yeung, Karen}
}
@article {2017,
	title = {Imagining the thinking machine},
	journal = {Convergence: The International Journal of Research into New Media Technologies},
	year = {2017},
	month = {Aug-06-2018},
	pages = {135485651771516},
	issn = {1354-8565},
	doi = {10.1177/1354856517715164},
	author = {Natale, Simone and Ballatore, Andrea}
}
@article {2017,
	title = {Impact of robotics, RPA and AI on the insurance industry },
	journal = {The Journal of Financial Perspectives: Insurance},
	year = {2017},
	url = {https://www.ey.com/Publication/vwLUAssets/ey-impact-of-robotics-rpa-and-ai-on-the-insurance-industry-challenges-and-opportunities/\%24File/ey-impact-of-robotics-rpa-and-ai-on-the-insurance-industry-challenges-and-opportunities.pdf},
	author = {Chris Lamberton and Damiano Brigo and Dave Hoy}
}
@book {2017,
	title = {Information Technology and the U.S. Workforce},
	year = {2017},
	publisher = {National Academies Press},
	organization = {National Academies Press},
	address = {Washington, D.C.},
	isbn = {978-0-309-45402-5},
	doi = {10.17226/24649},
	url = {https://www.nap.edu/catalog/24649}
}
@article {2017,
	title = {Jobs lost, jobs gained: Workforce transactions in a time of automation},
	year = {2017},
	keywords = {consulting reports},
	url = {https://www.mckinsey.com/~/media/mckinsey/featured\%20insights/future\%20of\%20organizations/what\%20the\%20future\%20of\%20work\%20will\%20mean\%20for\%20jobs\%20skills\%20and\%20wages/mgi-jobs-lost-jobs-gained-report-december-6-2017.ashx},
	author = {James Manyika and Susan Lund and Michael Chui and Jonathan Woetzel and Ryan Ko and Saurabh Sanghvi and Parul Batra and Jacques Bughin}
}
@article {2017,
	title = {Machine Learning to Detect Anomalies from Application Logs},
	year = {2017},
	url = {https://www.druva.com/blog/machine-learning-detect-anomalies-application-logs/},
	author = {Adwait Bhave}
}
@article {2017,
	title = {Meet the people who train the robots to do their own jobs},
	year = {2017},
	url = {https://nyti.ms/2paCS5X},
	author = {Daisuke Wakabayashi}
}
@article {2017,
	title = {A new chart conclusively proves that automation is a serious threat},
	year = {2017},
	month = {11/2017},
	type = {Robots \& Machines},
	url = {https://futurism.com/new-chart-proves-automation-serious-threat},
	author = {Scott Santens}
}
@article {2017,
	title = {Of robots, Artificial Intelligence, and work},
	journal = {Academy of Management Perspectives},
	volume = {31},
	year = {2017},
	month = {Jan-11-2017},
	pages = {253 - 255},
	issn = {1558-9080},
	doi = {10.5465/amp.2017.0199},
	author = {Phan, Phillip and Wright, Michael and Lee, Soo-Hoon}
}
@article {2017,
	title = {One hundred years of work design research: Looking back and looking forward},
	journal = {Journal of Applied Psychology},
	volume = {102},
	year = {2017},
	month = {Jan-01-2017},
	pages = {403 - 420},
	issn = {0021-9010},
	doi = {10.1037/apl0000106},
	author = {Parker, Sharon K. and Morgeson, Frederick P. and Johns, Gary}
}
@book {2017,
	title = {Oxford research encyclopedia of psychology },
	year = {2017},
	publisher = {Oxford University Press},
	organization = {Oxford University Press},
	doi = {10.1093/acrefore/9780190236557.013.15},
	url = {\},
	author = {Van den Broeck, Anja and Parker, Sharon K. and Van den Broeck, Anja and Parker, Sharon K.}
}
@book {2017,
	title = {Refining the concept of scientific inference when working with big data},
	year = {2017},
	publisher = {National Academies Press},
	organization = {National Academies Press},
	address = {Washington, D.C.},
	isbn = {978-0-309-45444-5},
	doi = {10.17226/24654},
	editor = {Wender, Ben A.}
}
@article {2017,
	title = {A review and synthesis of the individual work performance literature},
	journal = {Academy of Management Annals},
	volume = {11},
	year = {2017},
	month = {Jan-06-2017},
	pages = {825 - 885},
	issn = {1941-6520},
	doi = {10.5465/annals.2015.0151},
	author = {Carpini, Joseph A. and Parker, Sharon K. and Griffin, Mark A.}
}
@article {2017,
	title = {Revisiting the risk of automation},
	journal = {Economics Letters},
	volume = {159},
	year = {2017},
	month = {Jan-10-2017},
	pages = {157 - 160},
	issn = {01651765},
	doi = {10.1016/j.econlet.2017.07.001},
	author = {Arntz, Melanie and Gregory, Terry and Zierahn, Ulrich}
}
@article {2017,
	title = {The rise of technological unemployment and its implications on the future macroeconomic landscape},
	journal = {Futures},
	volume = {87},
	year = {2017},
	month = {Jan-03-2017},
	pages = {1 - 9},
	issn = {00163287},
	doi = {10.1016/j.futures.2017.01.003},
	author = {Kim, Young Joon and Kim, Kyungsoo and Lee, SuKyoung}
}
@conference {2017,
	title = {Robots, ai, and the question of {\textquoteright}e-persons{\textquoteright}},
	booktitle = {Journal of science communication},
	year = {2017},
	month = {07/2017},
	keywords = {bots, Public perception of science and technology, Public understanding of science and technology, Science and policy-making},
	url = {http://eprints.whiterose.ac.uk/124830/},
	author = {Michael zollosy}
}
@article {2017,
	title = {Scrutinizing an algorithmic technique: the Bayes classifier as interested reading of reality},
	journal = {Information, Communication \& Society},
	volume = {20},
	year = {2017},
	month = {Feb-01-2017},
	pages = {100 - 117},
	issn = {1369-118X},
	doi = {10.1080/1369118X.2016.1181195},
	author = {Rieder, Bernhard}
}
@article {2017,
	title = { A self-driving shuttle in Las Vegas got into an accident on its first day of service},
	year = {2017},
	month = {11/2017},
	keywords = {autonomous vehicles},
	url = {https://www.theverge.com/2017/11/8/16626224/las-vegas-self-driving-shuttle-crash-accident-first-day},
	author = {Nick Statt}
}
@article {2017,
	title = {Service Robotics and Human Labor: A first technology assessment of substitution and cooperation},
	journal = {Robotics and Autonomous Systems},
	volume = {87},
	year = {2017},
	month = {Jan-01-2017},
	pages = {348 - 354},
	issn = {09218890},
	doi = {10.1016/j.robot.2016.09.017},
	author = {Decker, Michael and Fischer, Martin and Ott, Ingrid}
}
@article {2017,
	title = {Situated redesign in creative occupations {\textendash} An ethnography of architects},
	journal = {Academy of Management Discoveries},
	volume = {3},
	year = {2017},
	month = {Jan-12-2017},
	pages = {404 - 424},
	doi = {10.5465/amd.2016.0039},
	author = {Rahman, Hatim A. and Barley, Stephen R.}
}
@article {2017,
	title = {Situational awareness, workload, and workflow preferences},
	journal = {The International Journal of Robotics Research},
	volume = {36},
	year = {2017},
	month = {Sep-06-2017},
	pages = {597 - 617},
	issn = {0278-3649},
	doi = {10.1177/0278364916688255},
	author = {Gombolay, Matthew and Bair, Anna and Huang, Cindy and Shah, Julie}
}
@article {2017,
	title = {The skeptic{\textquoteright}s guide to artificial intelligence artificial intelligence},
	year = {2017},
	url = {https://www.ciodive.com/news/the-skeptics-guide-to-artificial-intelligence/441674/},
	author = {By Catherine O{\textquoteright}Connor}
}
@article {2017,
	title = {The social power of algorithms},
	journal = {Information, Communication \& Society},
	volume = {20},
	year = {2017},
	month = {Feb-01-2017},
	pages = {1 - 13},
	issn = {1369-118X},
	doi = {10.1080/1369118X.2016.1216147},
	author = {Beer, David}
}
@article {2017,
	title = {Speculations and concerns on robots status in society},
	journal = {Journal of science communication},
	year = {2017},
	keywords = {bots, Participation and science governance, Public engagement with science and technology, Science and policy-making},
	url = {https://jcom.sissa.it/sites/default/files/documents/JCOM_1604_2017_C06.pdf},
	author = {Erik Stengler and Jimena Escudero Perez}
}
@conference {2017,
	title = {SPIE ProceedingsBuilding a framework to manage trust in automation},
	booktitle = {SPIE Defense + SecurityMicro- and Nanotechnology Sensors, Systems, and Applications IX},
	volume = {10194},
	year = {2017},
	pages = {101941U},
	publisher = {SPIE},
	organization = {SPIE},
	address = {Anaheim, California, United States},
	doi = {10.1117/12.2264245},
	author = {Metcalfe, J. S. and Amar R. Marathe and Haynes, B. and Paul, V. J. and Gremillion, G. M. and Drnec, K. and Atwater, C. and Estepp, J. R. and Lukos, J. R. and Carter, E. C. and W. D. Nothwang},
	editor = {George, Thomas and Dutta, Achyut K. and Islam, M. Saif}
}
@article {2017,
	title = {Stewardship in the age of algorithms},
	journal = {Peer-reviewed journal on the internet},
	year = {2017},
	url = {https://firstmonday.org/article/view/8097/6583},
	author = {Clifford Lynch}
}
@article {2017,
	title = {The strategic opportunities and challenges of algorithmic decision-making},
	journal = {The Journal of Strategic Information Systems},
	volume = {26},
	year = {2017},
	month = {Jan-09-2017},
	pages = {185 - 190},
	issn = {09638687},
	doi = {10.1016/j.jsis.2017.08.002},
	author = {Galliers, R.D. and Newell, S. and Shanks, G. and Topi, H.}
}
@article {2017,
	title = {A systematic framework for multilevel theorizing in information systems research},
	journal = {Information Systems Research},
	volume = {28},
	year = {2017},
	month = {Jan-06-2017},
	pages = {203 - 224},
	issn = {1047-7047},
	doi = {10.1287/isre.2017.0690},
	author = {Zhang, Meng and Gable, Guy G.}
}
@article {2017,
	title = {Thinking critically about and researching algorithms},
	journal = {Information, Communication \& Society},
	volume = {20},
	year = {2017},
	month = {Feb-01-2017},
	pages = {14 - 29},
	keywords = {Algorithmic management},
	issn = {1369-118X},
	doi = {10.1080/1369118X.2016.1154087},
	author = {Kitchin, Rob}
}
@article {2017,
	title = {Understanding human-machine networks},
	journal = {ACM Computing Surveys},
	volume = {50},
	year = {2017},
	month = {Jan-04-2018},
	pages = {1 - 35},
	issn = {03600300},
	doi = {10.1145/3039868},
	author = {Tsvetkova, Milena and Yasseri, Taha and Meyer, Eric T. and Pickering, J. Brian and Engen, Vegard and Walland, Paul and L{\"u}ders, Marika and F{\o}lstad, Asbj{\o}rn and Bravos, George}
}
@article {2017,
	title = {What to expect from artificial intelligence},
	journal = { MIT SLOAN MANAGEMENT REVIEW },
	volume = {58},
	year = {2017},
	note = {To understand how advances in artificial intelligence are
likely to change the workplace {\textemdash} and the work of managers
{\textemdash} you need to know where AI delivers the most value.},
	url = {http://ilp.mit.edu/media/news_articles/smr/2017/58311.pdf},
	author = {Ajay Agrawal and Joshua S. Gans and Avi Goldfarb}
}
@article {2017,
	title = {When you{\textquoteright}re not quite sure if your teacher is human},
	year = {2017},
	month = {05/2017},
	url = {https://www.npr.org/sections/ed/2017/05/08/524550295/when-youre-not-quite-sure-if-your-teacher-is-human},
	author = {Tasnim Shamma}
}
@article {2017,
	title = {Where is technology taking the economy},
	year = {2017},
	month = {10/2017},
	url = {mckinsey.com/business-functions/mckinsey-analytics/our-insights/where-is-technology-taking-the-economy},
	author = {W. Brian Arthur}
}
@article {2017,
	title = {Will Life Be Worth Living in a World Without Work? Technological Unemployment and the Meaning of Life},
	journal = {Science and Engineering Ethics},
	volume = {23},
	year = {2017},
	month = {Jan-02-2017},
	pages = {41 - 64},
	issn = {1353-3452},
	doi = {10.1007/s11948-016-9770-5},
	author = {Danaher, John}
}
@article {2017,
	title = {Workforce of the future: The competing forces shaping 2030},
	year = {2017},
	url = {https://www.pwc.co.uk/economic-services/ukeo/pwc-uk-economic-outlook-full-report-march-2017-v2.pdf},
	author = {Carol Stubbings Stubbings and Jon Williams}
}
@article {2017,
	title = {Working algorithms: Software automation and the future of work},
	journal = {Work and Occupations},
	volume = {44},
	year = {2017},
	month = {Nov-11-2018},
	pages = {376 - 423},
	issn = {0730-8884},
	doi = {10.1177/0730888417726119},
	author = {Shestakofsky, Benjamin}
}
@article {2017,
	title = {The zombie robot argument lurches on},
	year = {2017},
	month = {m5/2017},
	publisher = {Economic policy institute},
	url = {http://epi.org/126750},
	author = {Lawrence Mishel and Josh Bivens}
}
@article {2016,
	title = {AI can show us the ravages of climate change},
	year = {2016},
	keywords = {AI use cases},
	url = {https://www.technologyreview.com/f/613547/ai-can-show-us-the-ravages-of-climate-change/},
	author = {Will Knight}
}
@article {2016,
	title = {Algorithms, governance, and governmentality},
	journal = {Science, Technology, \& Human Values},
	volume = {41},
	year = {2016},
	month = {Jun-01-2018},
	pages = {17 - 49},
	issn = {0162-2439},
	doi = {10.1177/0162243915587360},
	author = {Introna, Lucas D.}
}
@article {2016,
	title = {AP Sports is using robot reporters to cover Minor League Baseball },
	year = {2016},
	url = {https://techcrunch.com/2016/07/03/ap-sports-is-using-robot-reporters-to-cover-minor-league-baseball/},
	author = {Lora Kolodny}
}
@article {2016,
	title = {AP{\textquoteright}s robot journalists are writing about Minor League Baseball now},
	year = {2016},
	url = {https://www.theverge.com/2016/7/4/12092768/ap-robot-journalists-automated-insights-minor-league-baseball},
	author = {Rich McCormick}
}
@article {2016,
	title = {ARTIFICIAL INTELLIGENCE AND LIFE IN 2030},
	year = {2016},
	url = {https://ai100.stanford.edu/sites/g/files/sbiybj9861/f/ai_100_report_0831fnl.pdf}
}
@article {2016,
	title = {Citizen science on a smartphone: Participants{\textquoteright} motivations and learning},
	journal = {Public Understanding of Science},
	volume = {25},
	year = {2016},
	month = {Mar-01-2017},
	pages = {45 - 60},
	issn = {0963-6625},
	doi = {10.1177/0963662515602406},
	author = {Land-Zandstra, Anne M. and Devilee, Jeroen L. A. and Snik, Frans and Buurmeijer, Franka and van den Broek, Jos M.}
}
@conference {2016,
	title = {Degree of Automation in Command and Control Decision Support Systems},
	booktitle = {IEEE International Conference on Systems, Man and Cybernetics},
	year = {2016},
	url = {https://ieeexplore.ieee.org/document/7844402},
	author = {Ryan M. Robinson and Michael J. McCount and Amar R. Marathe and W. D. Nothwang and Emily A. Doucette}
}
@article {2016,
	title = {Did the Computer Revolution shift the fortunes of U.S. cities? Technology shocks and the geography of new jobs},
	journal = {Regional Science and Urban Economics},
	volume = {57},
	year = {2016},
	month = {Jan-03-2016},
	pages = {38 - 45},
	issn = {01660462},
	doi = {10.1016/j.regsciurbeco.2015.11.003},
	author = {Berger, Thor and Frey, Carl Benedikt}
}
@article {2016,
	title = {Differences in perceptions of communication quality between a Twitterbot and human agent for information seeking and learning},
	journal = {Computers in Human Behavior},
	volume = {65},
	year = {2016},
	month = {Jan-12-2016},
	pages = {666 - 671},
	issn = {07475632},
	doi = {10.1016/j.chb.2016.07.003},
	author = {Edwards, Chad and Beattie, Austin J. and Edwards, Autumn and Spence, Patric R.}
}
@article {2016,
	title = {The digital workforce and the workplace of the future},
	journal = {Academy of Management Journal},
	volume = {59},
	year = {2016},
	month = {Jan-06-2016},
	pages = {731 - 739},
	issn = {0001-4273},
	doi = {10.5465/amj.2016.4003},
	author = {Colbert, Amy and Yee, Nick and George, Gerard}
}
@conference {2016,
	title = {Disrupting developer productivity one bot at a time},
	booktitle = {the 2016 24th ACM SIGSOFT International SymposiumProceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering - FSE 2016},
	year = {2016},
	pages = {928 - 931},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {Seattle, WA, USANew York, New York, USA},
	isbn = {9781450342186},
	doi = {10.1145/2950290.2983989},
	author = {Storey, Margaret-Anne and Zagalsky, Alexey}
}
@mastersthesis {2016,
	title = {Exploring design principles for human-machine symbiosis: Insights from constructing an air transportation logistics artifact},
	year = {2016},
	keywords = {air transportation logistics, design science research, heuristic theorizing, huma n - machine symbiosis},
	url = {https://www.semanticscholar.org/paper/Artificial-Intelligence-and-its-Role-in-Near-Future-Shabbir-Anwer/b93d9995f9ce3b15f4c4855ae62f0bf6f9bc041f},
	author = {Daniel A. D{\"o}ppner and Detlef Schoder and Robert Wayne Gregory and Honorata Siejka}
}
@article {2016,
	title = {The Future of Artificial Intelligence},
	journal = {Big Data},
	volume = {4},
	year = {2016},
	month = {Jan-03-2016},
	pages = {5 - 9},
	issn = {2167-6461},
	doi = {10.1089/big.2016.29004.vda},
	author = {Dhar, Vasant}
}
@book {2016,
	title = {Handbook of Science and Technology ConvergenceConvergence-Divergence Process},
	year = {2016},
	pages = {79 - 93},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-07051-3},
	doi = {10.1007/978-3-319-07052-0_11},
	author = {Roco, Mihail C.},
	editor = {Bainbridge, William Sims and Roco, Mihail C.}
}
@article {2016,
	title = {Hire a UR robot - pay for it by the hour},
	year = {2016},
	month = {07/2016},
	keywords = {bots},
	url = {https://blog.universal-robots.com/hire-a-ur-robot-pay-for-it-by-the-hour},
	author = {Mahew Bush}
}
@article {2016,
	title = {How artificial intelligence will redefine management},
	year = {2016},
	month = {11/2016},
	url = {https://hbr.org/2016/11/how-artificial-intelligence-will-redefine-management},
	author = {Vegard Kolbjornsrud and Richard Amico and Robert J. Thomas}
}
@article {2016,
	title = {How technology is changing work and organizations},
	journal = {Annual Review of Organizational Psychology and Organizational Behavior},
	volume = {3},
	year = {2016},
	month = {Sep-03-2017},
	pages = {349 - 375},
	issn = {2327-0608},
	doi = {10.1146/annurev-orgpsych-041015-062352},
	author = {Cascio, Wayne F. and Montealegre, Ramiro}
}
@article {2016,
	title = {How the machine {\textquoteleft}thinks{\textquoteright}: Understanding opacity in machine learning algorithms},
	journal = {Big Data \& Society},
	volume = {3},
	year = {2016},
	month = {May-01-2016},
	pages = {205395171562251},
	issn = {2053-9517},
	doi = {10.1177/2053951715622512},
	author = {Burrell, Jenna}
}
@article {2016,
	title = {Humans, robots and values},
	journal = {Technology in Society},
	volume = {45},
	year = {2016},
	month = {Jan-05-2016},
	pages = {19 - 28},
	issn = {0160791X},
	doi = {10.1016/j.techsoc.2016.01.002},
	author = {Cockshott, Paul and Renaud, Karen}
}
@article {2016,
	title = {If you{\textquoteright}re not collecting productivity data, you{\textquoteright}ll never succeed at work},
	year = {2016},
	month = {02/2016},
	url = {https://hbr.org/2016/02/if-youre-not-collecting-productivity-data-youll-never-succeed-at-work},
	author = {Michael Schrage}
}
@article {2016,
	title = {Implications of technology for growth, factor shares and employment},
	year = {2016},
	institution = {National Bureau of Economic Research},
	address = {Cambridge, MA},
	doi = {10.3386/w22252},
	url = {http://www.nber.org/papers/w22252.pdf},
	author = {Acemoglu, Daron and Restrepo, Pascual}
}
@article {2016,
	title = {IT drinking its own automation champagne},
	journal = {Data Informed },
	year = {2016},
	month = {11/2016},
	url = {https://www.linkedin.com/pulse/drinking-its-own-automation-champagne-tom-davenport/},
	author = {Thomas H. Davenport}
}
@article {2016,
	title = {Job design research and theory: Past, present and future},
	journal = {Organizational Behavior and Human Decision Processes},
	volume = {136},
	year = {2016},
	month = {Jan-09-2016},
	pages = {20 - 35},
	issn = {07495978},
	doi = {10.1016/j.obhdp.2016.05.002},
	author = {Oldham, Greg R. and Fried, Yitzhak}
}
@article {2016,
	title = {Machine learning and decision support in critical care},
	journal = {Proceedings of the IEEE},
	volume = {104},
	year = {2016},
	month = {Jan-02-2016},
	pages = {444 - 466},
	issn = {0018-9219},
	doi = {10.1109/JPROC.2015.2501978},
	author = {Johnson, Alistair E. W. and Ghassemi, Mohammad M. and Nemati, Shamim and Niehaus, Katherine E. and Clifton, David and Clifford, Gari D.}
}
@article {2016,
	title = {Models and people: An alternative view of the emergent properties of computational models},
	journal = {Complexity},
	volume = {21},
	year = {2016},
	month = {Jan-07-2016},
	pages = {202 - 213},
	doi = {10.1002/cplx.21680},
	author = {Boschetti, Fabio}
}
@article {2016,
	title = {Predicting the Future {\textemdash} Big Data, Machine Learning, and Clinical Medicine},
	journal = {New England Journal of Medicine},
	volume = {375},
	year = {2016},
	month = {May-09-2018},
	pages = {1216 - 1219},
	issn = {0028-4793},
	doi = {10.1056/NEJMp1606181},
	author = {Obermeyer, Ziad and Emanuel, Ezekiel J.}
}
@article {2016,
	title = {Preparing for the future of Artificial intelligence},
	year = {2016},
	month = {10/2016},
	institution = {Executive Office of the President National Science and Technology Council Committee on Technology},
	url = {https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf}
}
@article {2016,
	title = {Real-life examples of artificial intelligence},
	year = {2016},
	month = {07/2016},
	url = {https://letzgro.net/blog/real-life-examples-of-artificial-intelligence/}
}
@article {2016,
	title = {Regional Diversity in Autonomy and Work: A Case Study from Uber and Lyft Drivers},
	year = {2016},
	chapter = {Data And Society},
	url = {https://datasociety.net/pubs/ia/Rosenblat-Hwang_Regional_Diversity-10-13.pdf},
	author = {Alex Rosenblat and Tim Hwang}
}
@article {2016,
	title = {The return of the chatbots},
	journal = {Natural Language Engineering},
	volume = {22},
	year = {2016},
	month = {Jan-09-2016},
	pages = {811 - 817},
	issn = {1351-3249},
	doi = {10.1017/S1351324916000243},
	url = {https://www.cambridge.org/core/product/identifier/S1351324916000243/type/journal_articlehttps://www.cambridge.org/core/services/aop-cambridge-core/content/view/S1351324916000243},
	author = {Robert Dale}
}
@article {2016,
	title = {The rise of social bots},
	journal = {Communications of the ACM},
	volume = {59},
	year = {2016},
	month = {Dec-06-2017},
	pages = {96 - 104},
	issn = {00010782},
	doi = {10.1145/2818717},
	author = {Ferrara, Emilio and Varol, Onur and Davis, Clayton and Menczer, Filippo and Flammini, Alessandro}
}
@article {2016,
	title = {Robots and humans {\textendash} complements or substitutes?},
	journal = {Journal of Macroeconomics},
	volume = {49},
	year = {2016},
	month = {Jan-09-2016},
	pages = {280 - 291},
	issn = {01640704},
	doi = {10.1016/j.jmacro.2016.08.003},
	author = {DeCanio, Stephen J.}
}
@article {2016,
	title = {Robots working with humans or humans working with robots?},
	journal = {Societies},
	volume = {6},
	year = {2016},
	month = {Jan-09-2016},
	pages = {23},
	doi = {10.3390/soc6030023},
	author = {Moniz, Ant{\'o}nio and Krings, Bettina-Johanna}
}
@conference {2016,
	title = {SPIE ProceedingsAn efficient fusion approach for combining human and machine decisions},
	booktitle = {SPIE Defense + SecurityMicro- and Nanotechnology Sensors, Systems, and Applications VIII},
	volume = {9836},
	year = {2016},
	pages = {983621},
	publisher = {SPIE},
	organization = {SPIE},
	address = {Baltimore, Maryland, United States},
	doi = {10.1117/12.2220788},
	url = {http://proceedings.spiedigitallibrary.org/proceeding.aspx?doi=10.1117/12.2220788},
	author = {Lee, Hyungtae and Kwon, Heesung and Ryan M. Robinson and W. D. Nothwang and Amar R. Marathe},
	editor = {George, Thomas and Dutta, Achyut K. and Islam, M. Saif}
}
@article {2016,
	title = {Structural transformation in the OECD},
	volume = {193},
	year = {2016},
	doi = {10.1787/5jlr068802f7-en},
	author = {Thor Berger and Carl Benedikt Frey}
}
@article {2016,
	title = {Will computers put us out of work? },
	journal = {Computer},
	volume = {49},
	year = {2016},
	month = {Jan-05-2016},
	pages = {82 - 85},
	issn = {0018-9162},
	doi = {10.1109/MC.2016.126},
	author = {King, John Leslie and Grudin, Jonathan}
}
@article {2016,
	title = {A world where everyone has a robot: Why 2040 could blow your mind},
	journal = {International weekly journal of science},
	year = {2016},
	url = {https://www.nature.com/news/a-world-where-everyone-has-a-robot-why-2040-could-blow-your-mind-1.19431},
	author = {Declan Butler}
}
@article {2015,
	title = {Artificial Intelligence and its Role in Near Future},
	volume = {JOURNAL OF L A T E X CLASS FILES, VOL. 14, NO. 8, AUGUST 2015},
	year = {2015},
	url = {https://www.semanticscholar.org/paper/Artificial-Intelligence-and-its-Role-in-Near-Future-Shabbir-Anwer/b93d9995f9ce3b15f4c4855ae62f0bf6f9bc041f},
	author = {Jahanzaib Shabbir and Tarique Anwer}
}
@article {2015,
	title = {Artificial intelligence for the real world: Don{\textquoteright}t start with moon shots},
	year = {2015},
	keywords = {consulting reports},
	url = {https://hbr.org/2018/01/artificial-intelligence-for-the-real-world},
	author = {Thomas H. Davenport and Rajeev Ronanki}
}
@book {2015,
	title = {The big move toward big data in employment},
	series = {Employment\& Labor Law Solutions Worldwide},
	year = {2015},
	publisher = {Littler Mendelson, P.C.},
	organization = {Littler Mendelson, P.C.},
	url = {https://www.littler.com/files/wp_big_data_8-04-15.pdf},
	author = {Aaron Crews}
}
@article {2015,
	title = {Is a Cambrian Explosion Coming for Robotics?},
	journal = {Journal of Economic Perspectives},
	volume = {29},
	year = {2015},
	month = {Jan-08-2015},
	pages = {51 - 60},
	issn = {0895-3309},
	doi = {10.1257/jep.29.3.51},
	url = {http://pubs.aeaweb.org/doi/10.1257/jep.29.3.51http://pubs.aeaweb.org/doi/pdf/10.1257/jep.29.3.51},
	author = {Pratt, Gill A.}
}
@article {2015,
	title = {A comparison between human{\textendash}human online conversations and human{\textendash}chatbot conversations},
	journal = {Computers in Human Behavior},
	volume = {49},
	year = {2015},
	month = {Jan-08-2015},
	pages = {245 - 250},
	issn = {07475632},
	doi = {10.1016/j.chb.2015.02.026},
	author = {Hill, Jennifer and Randolph Ford, W. and Farreras, Ingrid G.}
}
@article {2015,
	title = {Decision-making authority, team efficiency and human worker satisfaction in mixed human{\textendash}robot teams},
	journal = {Autonomous Robots},
	volume = {39},
	year = {2015},
	month = {Jan-10-2015},
	pages = {293 - 312},
	issn = {0929-5593},
	doi = {10.1007/s10514-015-9457-9},
	author = {Gombolay, Matthew C. and Gutierrez, Reymundo A. and Clarke, Shanelle G. and Sturla, Giancarlo F. and Shah, Julie A.}
}
@book {2015,
	title = {Deep Learning Tutorial},
	series = {Release 0.1},
	year = {2015},
	url = {http://deeplearning.net/tutorial/deeplearning.pdf},
	author = {LISA lab, University of Montreal}
}
@article {2015,
	title = {An executive{\textquoteright}s guide to machine learning},
	journal = {McKinsey Quarterly},
	year = {2015},
	type = {Technology, Media \& Telecommunications},
	url = {https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/an-executives-guide-to-machine-learning},
	author = {Dorian Pyle and Cristina San Jose}
}
@article {2015,
	title = {Facebook launches M, its bold answer to Siri and Cortana},
	year = {2015},
	url = {https://www.wired.com/2015/08/facebook-launches-m-new-kind-virtual-assistant/},
	author = {Jessi Hempel}
}
@article {2015,
	title = {The history of technological anxiety and the future of economic growth: Is this time different? },
	journal = {Journal of Economic Perspectives},
	volume = {29},
	year = {2015},
	month = {Jan-08-2015},
	pages = {31 - 50},
	issn = {0895-3309},
	doi = {10.1257/jep.29.3.31},
	author = {Mokyr, Joel and Vickers, Chris and Ziebarth, Nicolas L.}
}
@article {2015,
	title = {How new digital technologies are making smart people and businesses smarter by automating rote work},
	year = {2015},
	month = {01/2015},
	institution = {Keep Challenging},
	url = {https://www.cognizant.com/whitepapers/the-robot-and-I-how-new-digital-technologies-are-making-smart-people-and-businesses-smarter-codex1193.pdf}
}
@article {2015,
	title = {Hybrid human{\textendash}machine information systems: Challenges and opportunities},
	journal = {Computer Networks},
	volume = {90},
	year = {2015},
	month = {Jan-10-2015},
	pages = {5 - 13},
	issn = {13891286},
	doi = {10.1016/j.comnet.2015.05.018},
	author = {Demartini, Gianluca}
}
@conference {2015,
	title = {Intelligible Models for HealthCare},
	booktitle = {the 21th ACM SIGKDD International ConferenceProceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD {\textquoteright}15},
	year = {2015},
	pages = {1721 - 1730},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {Sydney, NSW, AustraliaNew York, New York, USA},
	isbn = {9781450336642},
	doi = {10.1145/278325810.1145/2783258.2788613},
	author = {Caruana, Rich and Lou, Yin and Gehrke, Johannes and Koch, Paul and Sturm, Marc and Elhadad, Noemie}
}
@book {2015,
	title = {Mining programming activity to promote help},
	year = {2015},
	pages = {23 - 42},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	address = {Cham},
	isbn = {978-3-319-20498-7},
	doi = {10.1007/978-3-319-20499-4_2},
	author = {Carter, Jason and Dewan, Prasun},
	editor = {Boulus-R{\o}dje, Nina and Ellingsen, Gunnar and Bratteteig, Tone and Aanestad, Margunn and Bj{\o}rn, Pernille}
}
@article {2015,
	title = {Norms, institutions and robots},
	journal = {Journal of latex class files},
	volume = {14},
	year = {2015},
	month = {08/2015},
	url = {https://arxiv.org/abs/1807.11456},
	author = {Stevan Tomic and Federico Pecora and Alessandro Saffotti}
}
@conference {2015,
	title = {Science bot: a model for the future computation},
	booktitle = {the 24th International ConferenceProceedings of the 24th International Conference on World Wide Web - WWW {\textquoteright}15 Companion},
	year = {2015},
	pages = {1061 - 1062},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {Florence, ItalyNew York, New York, USA},
	isbn = {9781450334730},
	doi = {10.1145/2740908.2742014},
	author = {Kuhn, Tobias}
}
@article {2015,
	title = {Toward a computational hermeneutics},
	journal = {Big Data \& Society},
	volume = {2},
	year = {2015},
	month = {Mar-12-2017},
	pages = {205395171561380},
	issn = {2053-9517},
	doi = {10.1177/2053951715613809},
	author = {Mohr, John W and Wagner-Pacifici, Robin and Breiger, Ronald L}
}
@article {2015,
	title = { Users{\textquoteright} reactions to actions of automated programs in Wikipedia},
	journal = {Computers in Human Behavior},
	volume = {50},
	year = {2015},
	month = {Jan-09-2015},
	pages = {66 - 75},
	issn = {07475632},
	doi = {10.1016/j.chb.2015.03.078},
	author = {Cl{\'e}ment, Maxime and Guitton, Matthieu J.}
}
@article {2015,
	title = {Who owns the robots rules the world},
	journal = {IZA World of Labor},
	year = {2015},
	month = {Jan-01-2015},
	doi = {10.15185/izawol.5},
	author = {Freeman, Richard}
}
@article {2014,
	title = {Beyond motivation: Job and work design for development, health, ambidexterity, and more},
	journal = {Annual Review of Psychology},
	volume = {65},
	year = {2014},
	month = {Mar-01-2014},
	pages = {661 - 691},
	issn = {0066-4308},
	doi = {10.1146/annurev-psych-010213-115208},
	author = {Parker, Sharon K.}
}
@article {2014,
	title = {Four scenarios exploring the future of youth employment},
	year = {2014},
	month = {12/2014},
	url = {https://assets.rockefellerfoundation.org/app/uploads/20141201215005/FutureofYouthEmployment.pdf},
	author = {Caroline Budhan and Abigail Carlton and Evan O{\textquoteright}Donnel}
}
@article {2014,
	title = {The global decline of the labor share},
	journal = {The Quarterly Journal of Economics},
	volume = {129},
	year = {2014},
	month = {Jan-02-2014},
	pages = {61 - 103},
	issn = {0033-5533},
	doi = {10.1093/qje/qjt032},
	author = {Karabarbounis, L. and Neiman, B.}
}
@article {2014,
	title = {Human-agent collectives},
	journal = {Communications of the ACM},
	volume = {57},
	year = {2014},
	month = {Feb-11-2016},
	pages = {80 - 88},
	issn = {00010782},
	doi = {10.1145/269296510.1145/2629559},
	author = {Jennings, N. R. and Moreau, L. and Nicholson, D. and Ramchurn, S. and Roberts, S. and Rodden, T. and Rogers, A.}
}
@article {2014,
	title = {The impact of robotics on employment and motivation of employees in the service sector, with special reference to health care},
	journal = {Safety and Health at Work},
	volume = {5},
	year = {2014},
	month = {Jan-12-2014},
	pages = {198 - 202},
	issn = {20937911},
	doi = {10.1016/j.shaw.2014.07.003},
	author = {Qureshi, Mohammed Owais and Syed, Rumaiya Sajjad}
}
@conference {2014,
	title = {Leveraging the cross-cultural capacities of artificial agents as leaders of human virtual teams},
	booktitle = {European 10th Conference on Management Leadership and Governance},
	year = {2014},
	url = {https://www.researchgate.net/publication/268982256_Leveraging_the_Cross-Cultural_Capacities_of_Artificial_Agents_as_Leaders_of_Human_Virtual_Teams},
	author = {Matthew Gladden}
}
@article {2014,
	title = {Occupational identity, technological change, and the librarian/internet-search relationship},
	journal = {Academy of Management Journal},
	volume = {57},
	year = {2014},
	month = {Jan-06-2014},
	pages = {892 - 928},
	issn = {0001-4273},
	doi = {10.5465/amj.2012.0201},
	author = {Nelson, Andrew J. and Irwin, Jennifer}
}
@article {2014,
	title = {Testing the differences in perceptions of communication quality for a human agent and a bot agent on Twitter},
	journal = {Computers in Human Behavior},
	volume = {33},
	year = {2014},
	month = {Jan-04-2014},
	pages = {372 - 376},
	issn = {07475632},
	doi = {10.1016/j.chb.2013.08.013},
	author = {Edwards, Chad and Edwards, Autumn and Spence, Patric R. and Shelton, Ashleigh K.}
}
@article {2014,
	title = {Toward a Framework for Levels of Robot Autonomy in Human-Robot Interaction},
	journal = {Journal of Human-Robot Interaction},
	volume = {3},
	year = {2014},
	month = {Jan-06-2014},
	pages = {74},
	doi = {10.5898/JHRI.3.2.Beer},
	url = {http://dl.acm.org/citation.cfm?id=3109833http://dl.acm.org/ft_gateway.cfm?id=3109833\&ftid=1883786\&dwn=1},
	author = {Beer, Jenay M and Fisk, Arthur D and Rogers, Wendy A}
}
@article {2014,
	title = {A transdisciplinary perspective on hedonomic sustainability design},
	year = {2014},
	keywords = {environmental efficacy, environmental sustainability, hedonomics, sustainable design, transdisciplinary research},
	doi = {10.1177\%2F1064804613516762},
	url = {https://journals.sagepub.com/doi/abs/10.1177/1064804613516762?journalCode=erga},
	author = {Stephen M. Fiore and Elizabeth Philips and Brittany C. Sellers}
}
@article {918,
	title = {Beyond Big Data},
	year = {2013},
	url = {http://people.ischool.berkeley.edu/~hal/Papers/2013/BeyondBigDataPaperFINAL.pdf},
	author = {Hal R. Varian}
}
@article {2013,
	title = {Beyond convergence of Nano-Bio-Info-Cognitive technologies},
	year = {2013},
	month = {07/2013},
	url = {http://www.wtec.org/NBIC2/Docs/FinalReport/Pdf-secured/NBIC2-FinalReport-WEB.pdf},
	author = {Mihail C. Roco and William S. Bainbridge and Bruce Tonn and George Whitesides}
}
@article {2013,
	title = {A Comprehensive Survey of Data Mining-based Fraud Detection Research},
	year = {2013},
	keywords = {adversarial detection, automated fraud detection, Data mining applications},
	url = {https://arxiv.org/ftp/arxiv/papers/1009/1009.6119.pdf},
	author = {Clifton Phua and Vincent Lee and Kate Smith and Ross Gayler}
}
@article {2013,
	title = {The convergence of engineering and the life sciences},
	journal = {National Academy of Engineering},
	volume = {43},
	year = {2013},
	month = {10/2013},
	url = {https://www.nae.edu/88364/The-Convergence-of-Engineering-and-the-Life-Sciences},
	author = {Pjilip A. Sharp and Robert Langer}
}
@article {2013,
	title = {Ethical algorithms},
	year = {2013},
	url = {https://www.sharrockandanderson.co.uk/wp-content/uploads/2017/04/Ethical-Algorithms.pdf},
	author = {R.J. Anderson and W.W. Sharrock}
}
@article {2013,
	title = {The great reversal in the demand for skill and cognitive tasks},
	year = {2013},
	institution = {National Bureau of Economic Research},
	address = {Cambridge, MA},
	doi = {10.3386/w18901},
	author = {Beaudry, Paul and Green, David and Sand, Benjamin}
}
@book {2013,
	title = {Integration and implementation sciences for researching complex real-world problems},
	year = {2013},
	note = {Includes bibliographical references},
	isbn = {9781922144270},
	url = {https://www.jstor.org/stable/j.ctt2jbkj5},
	author = {Bammer and Gabriele}
}
@article {2013,
	title = {The new world of discovery, invention, and innovation: convergence of knowledge, technology, and society},
	journal = {Journal of Nanoparticle Research},
	volume = {15},
	year = {2013},
	month = {Jan-09-2013},
	issn = {1388-0764},
	doi = {10.1007/s11051-013-1946-1},
	url = {http://link.springer.com/10.1007/s11051-013-1946-1http://link.springer.com/content/pdf/10.1007/s11051-013-1946-1http://link.springer.com/content/pdf/10.1007/s11051-013-1946-1.pdfhttp://link.springer.com/article/10.1007/s11051-013-1946-1/fulltext.html},
	author = {Roco, Mihail C. and Bainbridge, William S.}
}
@article {2013,
	title = {Quantifying the interdisciplinarity of scientific journals and fields},
	journal = {Journal of Informetrics},
	volume = {7},
	year = {2013},
	month = {Jan-04-2013},
	pages = {469 - 477},
	issn = {17511577},
	doi = {10.1016/j.joi.2013.01.007},
	url = {https://linkinghub.elsevier.com/retrieve/pii/S1751157713000096https://api.elsevier.com/content/article/PII:S1751157713000096?httpAccept=text/xmlhttps://api.elsevier.com/content/article/PII:S1751157713000096?httpAccept=text/plain},
	author = {Silva, F.N. and Rodrigues, F.A. and Oliveira, O.N. and da F. Costa, L.}
}
@article {2013,
	title = {The rise and fall of interdisciplinary research: The case of open source innovation},
	journal = {Research Policy},
	volume = {42},
	year = {2013},
	month = {Jan-06-2013},
	pages = {1138 - 1151},
	issn = {00487333},
	doi = {10.1016/j.respol.2013.01.010},
	author = {Raasch, Christina and Lee, Viktor and Spaeth, Sebastian and Herstatt, Cornelius}
}
@conference {2013,
	title = {Survey of metrics for human-robot interaction},
	booktitle = {IEEE International Conference},
	year = {2013},
	keywords = {bots},
	url = {https://ieeexplore.ieee.org/document/6483569},
	author = {Robin R. Murphy and Debra Schreckenghost}
}
@article {2012,
	title = {A few useful things to know about machine learning},
	journal = {Communications of the ACM},
	volume = {55},
	year = {2012},
	month = {Jan-10-2012},
	pages = {78},
	issn = {00010782},
	doi = {:10.1145/2347736.2347755},
	author = {Domingos, Pedro}
}
@article {2011,
	title = {Approaches to understanding and measuring interdisciplinary scientific research (IDR): A review of the literature},
	journal = {Journal of Informetrics},
	volume = {5},
	year = {2011},
	month = {Jan-01-2011},
	pages = {14 - 26},
	issn = {17511577},
	doi = {10.1016/j.joi.2010.06.004},
	author = {Wagner, Caroline S. and Roessner, J. David and Bobb, Kamau and Klein, Julie Thompson and Boyack, Kevin W. and Keyton, Joann and Rafols, Ismael and B{\"o}rner, Katy}
}
@conference {2011,
	title = {No sense of distance},
	booktitle = {the 2011 iConferenceProceedings of the 2011 iConference on - iConference {\textquoteright}11},
	year = {2011},
	pages = {159 - 165},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {Seattle, WashingtonNew York, New York, USA},
	isbn = {9781450301213},
	doi = {10.1145/1940761.1940783},
	author = {Aragon, Cecilia R. and Poon, Sarah}
}
@article {2011,
	title = {Is there an ethics of algorithms?},
	journal = {Ethics and Information Technology},
	volume = {13},
	year = {2011},
	month = {Jan-09-2011},
	pages = {251 - 260},
	issn = {1388-1957},
	doi = {10.1007/s10676-010-9233-7},
	author = {Kraemer, Felicitas and van Overveld, Kees and Peterson, Martin}
}
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	title = {Not what it was and not what it will be: The future of job design research},
	journal = {Journal of Organizational Behavior},
	volume = {31},
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	month = {Jan-02-2010},
	pages = {463 - 479},
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	author = {Oldham, Greg R. and Hackman, J. Richard},
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}
@article {2010,
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	volume = {48},
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	publisher = {Lippincott Williams \& Wilkins},
	type = {Emerging Methods and Policy Applications},
	url = {https://www.jstor.org/stable/20720782},
	author = {Jionglin Wu and Jason Ray and Walter F. Stewart}
}
@article {2010,
	title = {Understanding the role of occupational and organizational context},
	journal = {Journal of Organizational Behavior},
	volume = {31},
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	issn = {08943796},
	doi = {10.1002/job.642},
	author = {Morgeson, Frederick P. and Dierdorff, Erich C. and Hmurovic, Jillian L.},
	editor = {Grant, Adam and Fried, Yitzhak and Parker, Sharon and Frese, Michael}
}
@conference {2010,
	title = {Using machine learning for network intrusion detection},
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}
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	year = {2009},
	pages = {4819},
	publisher = {ACM Press},
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	address = {Boston, MA, USANew York, New York, USA},
	isbn = {9781605582474},
	doi = {10.1145/1520340.1520749},
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}
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}
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