TY - JOUR T1 - AI-enabled recruiting: What is it and how should a manager use it? JF - Business Horizons Y1 - 2020 A1 - Black, J Stewart A1 - van Esch, Patrick KW - AI-enabled recruiting KW - artificial intelligence KW - Digital recruiting technology KW - Human resources AB - AI-enabled recruiting systems have evolved from nice to talk about to necessary to utilize. In this article, we outline the reasons underlying this development. First, as competitive advantages have shifted from tangible to intangible assets, human capital has transitioned from supporting cast to a starring role. Second, as digitalization has redesigned both the business and social landscapes, digital recruiting of human capital has moved from the periphery to center stage. Third, recent and near-future advances in AI-enabled recruiting have improved recruiting efficiency to the point that managers ignore them or procrastinate their utilization at their own peril. In addition to explaining the forces that have pushed AI-enabled recruiting systems from nice to necessary, we outline the key strategic steps managers need to take in order to capture its main benefits. PB - Elsevier Ltd VL - 63 UR - https://doi.org/10.1016/j.bushor.2019.12.001 ER - TY - JOUR T1 - Algorithms at work: The new contested terrain of control JF - Academy of Management Annals Y1 - 2020 A1 - Kellogg, Katherine C. A1 - Valentine, Melissa A. A1 - Christin, Angéle VL - 14 IS - 1 ER - TY - JOUR T1 - Are machines stealing our jobs? JF - Cambridge Journal of Regions, Economy and Society Y1 - 2020 A1 - Gentili, Andrea A1 - Compagnucci, Fabiano A1 - Gallegati, Mauro A1 - Valentini, Enzo KW - cluster analysis KW - e24 KW - e66 KW - j24 KW - jel classifications KW - labour dislocation KW - robotisation AB - This study aims to contribute empirical evidence to the debate about the future of work in an increasingly robotised world. We implement a data-driven approach to study the technological transition in six leading Organisation for Economic Co-operation and Development (OECD) countries. First, we perform a cross-country and cross-sector cluster analysis based on the OECD-STAN database. Second, using the International Federation of Robotics database, we bridge these results with those regarding the sectoral density of robots. We show that the process of robotisation is industry- and country-sensitive. In the future, participants in the political and academic debate may be split into optimists and pessimists regarding the future of human labour; however, the two stances may not be contradictory. VL - 13 ER - TY - RPRT T1 - Automation: A Guide for Policymakers Y1 - 2020 A1 - Bessen, James A1 - Goos, Maarten A1 - Salomons, Anna A1 - van den Berge, Wiljan AB -

\ldots evidence that automation is causing mass unemployment, perhaps things are about to change. Some people, such as Martin Ford (2015), argue that “this time is different.” Perhaps the rate of technological change is much more rapid with new artificial intelligence technologies \ldots

PB - Brookings Institute UR - https://www.brookings.edu/research/automation-a-guide-for-policymakers/ ER - TY - JOUR T1 - Comparing artificial intelligence algorithms to 157 German dermatologists: the melanoma classification benchmark JF - European Journal of Cancer Y1 - 2019 A1 - Brinker, Titus J. A1 - Hekler, Achim A1 - Hauschild, Axel A1 - Berking, Carola A1 - Schilling, Bastian A1 - Alexander Enk A1 - Haferkamp, Sebastian A1 - Karoglan, Ante A1 - von Kalle, Christof A1 - Weichenthal, Michael A1 - Sattler, Elke A1 - Schadendorf, Dirk A1 - Gaiser, Maria R. A1 - Klode, Joachim A1 - Jochen Sven Utikal VL - 111 ER - TY - JOUR T1 - A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task JF - European Journal of Cancer Y1 - 2019 A1 - Brinker, Titus J. A1 - Hekler, Achim A1 - Alexander Enk A1 - Klode, Joachim A1 - Hauschild, Axel A1 - Berking, Carola A1 - Schilling, Bastian A1 - Haferkamp, Sebastian A1 - Schadendorf, Dirk A1 - Fröhling, Stefan A1 - Jochen Sven Utikal A1 - von Kalle, Christof A1 - Ludwig-Peitsch, Wiebke A1 - Sirokay, Judith A1 - Heinzerling, Lucie A1 - Albrecht, Magarete A1 - Baratella, Katharina A1 - Bischof, Lena A1 - Chorti, Eleftheria A1 - Dith, Anna A1 - Drusio, Christina A1 - Giese, Nina A1 - Gratsias, Emmanouil A1 - Griewank, Klaus A1 - Hallasch, Sandra A1 - Hanhart, Zdenka A1 - Herz, Saskia A1 - Hohaus, Katja A1 - Jansen, Philipp A1 - Jockenhöfer, Finja A1 - Kanaki, Theodora A1 - Knispel, Sarah A1 - Leonhard, Katja A1 - Martaki, Anna A1 - Matei, Liliana A1 - Matull, Johanna A1 - Olischewski, Alexandra A1 - Petri, Maximilian A1 - Placke, Jan-Malte A1 - Raub, Simon A1 - Salva, Katrin A1 - Schlott, Swantje A1 - Sody, Elsa A1 - Steingrube, Nadine A1 - Stoffels, Ingo A1 - Ugurel, Selma A1 - Sondermann, Wiebke A1 - Zaremba, Anne A1 - Gebhardt, Christoffer A1 - Booken, Nina A1 - Christolouka, Maria A1 - Buder-Bakhaya, Kristina A1 - Bokor-Billmann, Therezia A1 - Alexander Enk A1 - Gholam, Patrick A1 - Hänßle, Holger A1 - Salzmann, Martin A1 - Schäfer, Sarah A1 - Schäkel, Knut A1 - Schank, Timo A1 - Bohne, Ann-Sophie A1 - Deffaa, Sophia A1 - Drerup, Katharina A1 - Egberts, Friederike A1 - Erkens, Anna-Sophie A1 - Ewald, Benjamin A1 - Falkvoll, Sandra A1 - Gerdes, Sascha A1 - Harde, Viola A1 - Hauschild, Axel A1 - Jost, Marion A1 - Kosova, Katja A1 - Messinger, Laetitia A1 - Metzner, Malte A1 - Morrison, Kirsten A1 - Motamedi, Rogina A1 - Pinczker, Anja A1 - Rosenthal, Anne A1 - Scheller, Natalie A1 - Schwarz, Thomas A1 - Stölzl, Dora A1 - Thielking, Federieke A1 - Tomaschewski, Elena A1 - Wehkamp, Ulrike A1 - Weichenthal, Michael A1 - Wiedow, Oliver A1 - Bär, Claudia Maria A1 - Bender-Säbelkampf, Sophia A1 - Horbrügger, Marc A1 - Karoglan, Ante A1 - Kraas, Luise A1 - Faulhaber, Jörg A1 - Geraud, Cyrill A1 - Guo, Ze A1 - Koch, Philipp A1 - Linke, Miriam A1 - Maurier, Nolwenn A1 - Müller, Verena A1 - Thomas, Benjamin A1 - Jochen Sven Utikal A1 - Alamri, Ali Saeed M. A1 - Baczako, Andrea A1 - Berking, Carola A1 - Betke, Matthias A1 - Haas, Carolin A1 - Hartmann, Daniela A1 - Heppt, Markus V. A1 - Kilian, Katharina A1 - Krammer, Sebastian A1 - Lapczynski, Natalie Lidia A1 - Mastnik, Sebastian A1 - Nasifoglu, Suzan A1 - Ruini, Cristel A1 - Sattler, Elke A1 - Schlaak, Max A1 - Wolff, Hans A1 - Achatz, Birgit A1 - Bergbreiter, Astrid A1 - Drexler, Konstantin A1 - Ettinger, Monika A1 - Haferkamp, Sebastian A1 - Halupczok, Anna A1 - Hegemann, Marie A1 - Dinauer, Verena A1 - Maagk, Maria A1 - Mickler, Marion A1 - Philipp, Biance A1 - Wilm, Anna A1 - Wittmann, Constanze A1 - Gesierich, Anja A1 - Glutsch, Valerie A1 - Kahlert, Katrin A1 - Kerstan, Andreas A1 - Schilling, Bastian A1 - Schrüfer, Philipp VL - 111 ER - TY - JOUR T1 - Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task JF - European Journal of Cancer Y1 - 2019 A1 - Brinker, Titus J. A1 - Hekler, Achim A1 - Alexander Enk A1 - Klode, Joachim A1 - Hauschild, Axel A1 - Berking, Carola A1 - Schilling, Bastian A1 - Haferkamp, Sebastian A1 - Schadendorf, Dirk A1 - Holland-Letz, Tim A1 - Jochen Sven Utikal A1 - von Kalle, Christof A1 - Ludwig-Peitsch, Wiebke A1 - Sirokay, Judith A1 - Heinzerling, Lucie A1 - Albrecht, Magarete A1 - Baratella, Katharina A1 - Bischof, Lena A1 - Chorti, Eleftheria A1 - Dith, Anna A1 - Drusio, Christina A1 - Giese, Nina A1 - Gratsias, Emmanouil A1 - Griewank, Klaus A1 - Hallasch, Sandra A1 - Hanhart, Zdenka A1 - Herz, Saskia A1 - Hohaus, Katja A1 - Jansen, Philipp A1 - Jockenhöfer, Finja A1 - Kanaki, Theodora A1 - Knispel, Sarah A1 - Leonhard, Katja A1 - Martaki, Anna A1 - Matei, Liliana A1 - Matull, Johanna A1 - Olischewski, Alexandra A1 - Petri, Maximilian A1 - Placke, Jan-Malte A1 - Raub, Simon A1 - Salva, Katrin A1 - Schlott, Swantje A1 - Sody, Elsa A1 - Steingrube, Nadine A1 - Stoffels, Ingo A1 - Ugurel, Selma A1 - Zaremba, Anne A1 - Gebhardt, Christoffer A1 - Booken, Nina A1 - Christolouka, Maria A1 - Buder-Bakhaya, Kristina A1 - Bokor-Billmann, Therezia A1 - Alexander Enk A1 - Gholam, Patrick A1 - Hänßle, Holger A1 - Salzmann, Martin A1 - Schäfer, Sarah A1 - Schäkel, Knut A1 - Schank, Timo A1 - Bohne, Ann-Sophie A1 - Deffaa, Sophia A1 - Drerup, Katharina A1 - Egberts, Friederike A1 - Erkens, Anna-Sophie A1 - Ewald, Benjamin A1 - Falkvoll, Sandra A1 - Gerdes, Sascha A1 - Harde, Viola A1 - Hauschild, Axel A1 - Jost, Marion A1 - Kosova, Katja A1 - Messinger, Laetitia A1 - Metzner, Malte A1 - Morrison, Kirsten A1 - Motamedi, Rogina A1 - Pinczker, Anja A1 - Rosenthal, Anne A1 - Scheller, Natalie A1 - Schwarz, Thomas A1 - Stölzl, Dora A1 - Thielking, Federieke A1 - Tomaschewski, Elena A1 - Wehkamp, Ulrike A1 - Weichenthal, Michael A1 - Wiedow, Oliver A1 - Bär, Claudia Maria A1 - Bender-Säbelkampf, Sophia A1 - Horbrügger, Marc A1 - Karoglan, Ante A1 - Kraas, Luise A1 - Faulhaber, Jörg A1 - Geraud, Cyrill A1 - Guo, Ze A1 - Koch, Philipp A1 - Linke, Miriam A1 - Maurier, Nolwenn A1 - Müller, Verena A1 - Thomas, Benjamin A1 - Jochen Sven Utikal A1 - Alamri, Ali Saeed M. A1 - Baczako, Andrea A1 - Berking, Carola A1 - Betke, Matthias A1 - Haas, Carolin A1 - Hartmann, Daniela A1 - Heppt, Markus V. A1 - Kilian, Katharina A1 - Krammer, Sebastian A1 - Lapczynski, Natalie Lidia A1 - Mastnik, Sebastian A1 - Nasifoglu, Suzan A1 - Ruini, Cristel A1 - Sattler, Elke A1 - Schlaak, Max A1 - Wolff, Hans A1 - Achatz, Birgit A1 - Bergbreiter, Astrid A1 - Drexler, Konstantin A1 - Ettinger, Monika A1 - Haferkamp, Sebastian A1 - Halupczok, Anna A1 - Hegemann, Marie A1 - Dinauer, Verena A1 - Maagk, Maria A1 - Mickler, Marion A1 - Philipp, Biance A1 - Wilm, Anna A1 - Wittmann, Constanze A1 - Gesierich, Anja A1 - Glutsch, Valerie A1 - Kahlert, Katrin A1 - Kerstan, Andreas A1 - Schilling, Bastian A1 - Schrüfer, Philipp VL - 113 ER - TY - MGZN T1 - Google’s head of translation on fighting bias in language and why AI loves religious texts Y1 - 2019 A1 - James Vincent JF - The Verge UR - https://www.theverge.com/2019/1/30/18195909/google-translate-ai-machine-learning-bias-religion-macduff-hughes-interview ER - TY - CONF T1 - How May I Help You? – State of the Art and Open Research Questions for Chatbots at the Digital Workplace T2 - Hawaii International Conference on System SciencesProceedings of the 52nd Hawaii International Conference on System Sciences Y1 - 2019 A1 - Meyer von Wolff, Raphael A1 - Hobert, Sebastian A1 - Schumann, Matthias JF - Hawaii International Conference on System SciencesProceedings of the 52nd Hawaii International Conference on System Sciences PB - Hawaii International Conference on System Sciences SN - 978-0-9981331-2-6 ER - TY - CONF T1 - Inferring work task automatability from AI expert evidence T2 - the 2019 AAAI/ACM ConferenceProceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society - AIES '19 Y1 - 2019 A1 - Duckworth, Paul A1 - Graham, Logan A1 - Osborne, Michael JF - the 2019 AAAI/ACM ConferenceProceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society - AIES '19 PB - ACM Press CY - Honolulu, HI, USANew York, New York, USA SN - 9781450363242 ER - TY - JOUR T1 - A Machine Learning Platform to Optimize the Translation of Personalized Network Models to the Clinic JF - JCO Clinical Cancer Informatics Y1 - 2019 A1 - Salvucci, Manuela A1 - Rahman, Arman A1 - Resler, Alexa J. A1 - Udupi, Girish M. A1 - McNamara, Deborah A. A1 - Kay, Elaine W. A1 - Laurent-Puig, Pierre A1 - Longley, Daniel B. A1 - Johnston, Patrick G. A1 - Lawler, Mark A1 - Wilson, Richard A1 - Salto-Tellez, Manuel A1 - Van Schaeybroeck, Sandra A1 - Rafferty, Mairin A1 - Gallagher, William M. A1 - Rehm, Markus A1 - Prehn, Jochen H.M. IS - 3 ER - TY - JOUR T1 - Marketing AI recruitment: The next phase in job application and selection JF - Computers in Human Behavior Y1 - 2019 A1 - van Esch, Patrick A1 - Black, J. Stewart A1 - Ferolie, Joseph VL - 90 ER - TY - JOUR T1 - Physician perspectives on integration of artificial intelligence into diagnostic pathology JF - npj Digital Medicine Y1 - 2019 A1 - Sarwar, Shihab A1 - Dent, Anglin A1 - Faust, Kevin A1 - Richer, Maxime A1 - Djuric, Ugljesa A1 - Van Ommeren, Randy A1 - Diamandis, Phedias VL - 2 IS - 1 ER - TY - JOUR T1 - The present and future of deep learning in radiology JF - European Journal of Radiology Y1 - 2019 A1 - Saba, Luca A1 - Biswas, Mainak A1 - Kuppili, Venkatanareshbabu A1 - Cuadrado Godia, Elisa A1 - Suri, Harman S. A1 - Edla, Damodar Reddy A1 - Omerzu, Tomaž A1 - Laird, John R. A1 - Khanna, Narendra N. A1 - Mavrogeni, Sophie A1 - Protogerou, Athanasios A1 - Sfikakis, Petros P. A1 - Viswanathan, Vijay A1 - Kitas, George D. A1 - Nicolaides, Andrew A1 - Gupta, Ajay A1 - Suri, Jasjit S. VL - 114 UR - https://doi.org/10.1016/j.ejrad.2019.02.038 ER - TY - CONF T1 - AI Assistants as Non-human Actors in Service Design T2 - 21st DMI: Academic Design Management Conference Y1 - 2018 A1 - TiTitta Jylkastta Jylkäs A1 - Mikko Äijälä A1 - Tytti Vuorikari A1 - Vésaal Rajab JF - 21st DMI: Academic Design Management Conference UR - 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&_ ER - TY - RPRT T1 - As s essing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour Y1 - 2018 A1 - Emilia Gómez A1 - Carlos Castillo A1 - Vicky Charisi A1 - Verónica Dahl A1 - Gustavo Deco A1 - Blagoj Delipetrev A1 - Nicole Dewandre A1 - Miguel Ángel González-Ballester A1 - Fabien Gouyon A1 - José Hernández-Orallo A1 - Perfecto Herrera A1 - Anders Jonsson A1 - Ansgar Koene A1 - Martha Larson A1 - Ramón López de Mántaras A1 - Bertin Martens A1 - Marius Miron A1 - Rubén Moreno-Bote A1 - Nuria Oliver A1 - Antonio Puertas Gallardo A1 - Heike Schweitzer A1 - Nuria Sebastian A1 - Xavier Serra A1 - Joan Serrà A1 - Songül Tolan A1 - Karina Vold UR - https://arxiv.org/ftp/arxiv/papers/1806/1806.03192.pdf ER - TY - RPRT T1 - Autonomous trucks and the future of the american trucker Y1 - 2018 A1 - Steve Viscelli JF - UC Berkeley Center for Labor Research and Education and Working Partnerships USA UR - https://www.steveviscelli.com/self-driving-trucks ER - TY - Generic T1 - Beyond r&d: The role of embodied technological change in affecting employment Y1 - 2018 A1 - Gabriele Pelleegrino A1 - Mariacristina Piva A1 - Marco Vivarelli KW - Innovation; R&D; Embodied Technological Change; Employment; GMM-SY UR - https://ideas.repec.org/p/ssa/lemwps/2018-15.html ER - TY - JOUR T1 - Exploiting ability for human adaptation to facilitate improved human-robot interaction and acceptance JF - The Information Society Y1 - 2018 A1 - Caleb-Solly, Praminda A1 - Dogramadzi, Sanja A1 - Huijnen, Claire A.G.J. A1 - Heuvel, Herjan van den VL - 34 IS - 3 ER - TY - CONF T1 - A framework for understanding chatbots and their future T2 - the 11th International WorkshopProceedings of the 11th International Workshop on Cooperative and Human Aspects of Software Engineering - CHASE '18 Y1 - 2018 A1 - Paikari, Elahe A1 - van der Hoek, André JF - the 11th International WorkshopProceedings of the 11th International Workshop on Cooperative and Human Aspects of Software Engineering - CHASE '18 PB - ACM Press CY - Gothenburg, SwedenNew York, New York, USA SN - 9781450357258 ER - TY - JOUR T1 - Human and Machine Learning JF - Computational Economics Y1 - 2018 A1 - Kao, Ying-Fang A1 - Venkatachalam, Ragupathy ER - TY - JOUR T1 - The impact of automation on employment: Just the usual structural change? JF - Sustainability Y1 - 2018 A1 - Vermeulen, Ben A1 - Kesselhut, Jan A1 - Pyka, Andreas A1 - Saviotti, Pier VL - 10 IS - 5 ER - TY - BOOK T1 - Lecture Notes in Computer ScienceArtificial General IntelligenceTowards a Sociological Conception of Artificial Intelligence Y1 - 2018 A1 - Jakub Mlynar A1 - Hamed S. Alavi A1 - Himanshu Verma A1 - Lorenzo Cantoni ED - Matthew Iklé ED - Arthur Franz ED - Rafal Rzepka ED - Ben Goertzel PB - Springer International Publishing CY - Cham VL - 10999 SN - 978-3-319-97675-4 ER - TY - JOUR T1 - Robot vs. tax inspector or how the fourth industrial revolution will change the tax system: a review of problems and solutions JF - Journal of Tax Reform Y1 - 2018 A1 - Vishnevsky, Valentine P. A1 - Chekina, Viktoriia D. KW - blockchain KW - cyber-physical technologies KW - digitization KW - taxes in Big Data KW - taxes on cryptocurrencies KW - taxes on digital goods KW - taxes on robots AB - The fourth Industiral Revolution and the accelerated development of cyber-physical technologies lead to essential changes in national tax systems and international taxation. The main areas in which taxation meets cyber-physical technologies are digitization, robotization, M2M and blockchain technologies. Each of these areas has its own opportunities and problems. Three main approaches towards possible solutions for these new problems are identified. The first is to try to apply taxation to new cyber-physical technologies and products of their application. This approach includes the OECD's Action 1 plan on Base Erosion and Profit Shifting. It also includes the spread of traditional taxes on new objects - personal data, cryptocurrencies, imputed income of robots. The second is to replace digital transactions and shortfalls in revenues by traditional objects of taxation in the form of tangible assets and people and / or increase tax pressure (including by improving tax administration with use of Big Data) and the degree of progressiveness of taxes already levied on such objects. The third approach is to set a course on building a new tax space with smart taxes based on real-time principles, smart contracts and Big Data. This implies a transition to automatic taxation using blockchain technologies, which focus on the functions of applying distributed ledgers of business transactions in real-time. At present, the general trends are such that the first and second are prevalent, which is manifested in an increase in the relative importance of property, sales and employment taxes. Concerning the third approach, any movement in this direction is still facing a number oftechnical and other problems and is thus being discussed mainly at the conceptual level VL - 4 UR - https://jtr.urfu.ru/en/archive/journal/95/article/1113/ IS - 1 ER - TY - JOUR T1 - Robotic process automation JF - Business & Information Systems Engineering Y1 - 2018 A1 - van der Aalst, Wil M. P. A1 - Bichler, Martin A1 - Heinzl, Armin VL - 60 IS - 4 ER - TY - JOUR T1 - Robotic Process Automation for Auditing JF - Journal of Emerging Technologies in Accounting Y1 - 2018 A1 - Moffitt, Kevin C. A1 - Rozario, Andrea M. A1 - Vasarhelyi, Miklos A. VL - 15 IS - 1 ER - TY - JOUR T1 - Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms JF - Research Policy Y1 - 2018 A1 - Van Roy, Vincent A1 - Vértesy, Dániel A1 - Vivarelli, Marco VL - 47 IS - 9 ER - TY - CONF T1 - Towards a Sociological Conception of Artificial Intelligence T2 - Artificial General Intelligence (AGI) Y1 - 2018 A1 - Jakub Mlynar A1 - Hamed S. Alavi A1 - Himanshu Verma A1 - Lorenzo Cantoni KW - artificial intelligence KW - Social sciences KW - Sociology AB - Social sciences have been always formed and influenced by the development of society, adjusting the conceptual, methodological, and theoretical frameworks to emerging social phenomena. In recent years, with the leap in the advancement of Artificial Intelligence (AI) and the proliferation of its everyday applications, "non-human intelligent actors" are increasingly becoming part of the society. This is manifested in the evolving realms of smart home systems, autonomous vehicles, chatbots, intelligent public displays, etc. In this paper, we present a prospective research project that takes one of the pioneering steps towards establishing a "distinctively sociological" conception of AI. Its first objective is to extract the existing conceptions of AI as perceived by its technological developers and (possibly differently) by its users. In the second part, capitalizing on a set of interviews with experts from social science domains, we will explore the new imaginable conceptions of AI that do not originate from its technological possibilities but rather from societal necessities. The current formal ways of defining AI are grounded in the technological possibilities, namely, machine learning methods and neural network models. Buy what exactly is AI as a social phenomenon, which may act on its own, can be blamed responsible for ethically problematic behavior, or even endanger people's employment? We argue that such conceptual investigation is a crucial step for further empirical studies of phenomena related to AI's position in current societies, but also will open up ways for critiques of new technological advancements with social consequences in mind from the outset. JF - Artificial General Intelligence (AGI) PB - Springer ER - TY - NEWS T1 - The AI detectives T2 - Science Y1 - 2017 A1 - Voosen, Paul JF - Science VL - 357 IS - 6346 ER - TY - ICOMM T1 - AI has become so popular in picking stocks that it’s become ineffective Y1 - 2017 A1 - Ryan Vlastelica JF - MarketWatch UR - https://www.marketwatch.com/story/ai-has-become-so-popular-in-picking-stocks-that-its-become-ineffective-2017-10-06 N1 -

Everyone mining the similar data, neutralizing its alpha

ER - TY - Generic T1 - Automation of a Business Process Using Robotic Process Automation (RPA): A Case Study T2 - Workshop on Engineering Applications (WEA 2017): Applied Computer Sciences in Engineering Y1 - 2017 A1 - Aguirre, Santiago A1 - Rodriguez, Alejandro ED - Figueroa-García, Juan Carlos ED - López-Santana, Eduyn Ramiro ED - Villa-Ramírez, José Luis ED - Ferro-Escobar, Roberto JF - Workshop on Engineering Applications (WEA 2017): Applied Computer Sciences in Engineering PB - Springer International Publishing CY - Cham VL - 742 SN - 978-3-319-66962-5 ER - TY - CONF T1 - Data tracking in search of workflows T2 - the 2017 ACM ConferenceProceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing - CSCW '17 Y1 - 2017 A1 - Holten Møller, Naja L. A1 - Bjørn, Pernille A1 - Villumsen, Jonas Christoffer A1 - Hancock, Tine C. Hansen A1 - Aritake, Toshimitsu A1 - Tani, Shigeyuki JF - the 2017 ACM ConferenceProceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing - CSCW '17 PB - ACM Press CY - Portland, Oregon, USANew York, New York, USA SN - 9781450343350 ER - TY - CONF T1 - Huddler: Convening stable and familiar crowd teams despite unpredictable availability T2 - Proceedings of the Conference on Computer supported Cooperative Work and Social Media Y1 - 2017 A1 - Salehi, Niloufar A1 - McCabe, Andrew A1 - Valentine, Melissa A1 - Michael S. Bernstein JF - Proceedings of the Conference on Computer supported Cooperative Work and Social Media ER - TY - BOOK T1 - Oxford research encyclopedia of psychology Y1 - 2017 A1 - Van den Broeck, Anja A1 - Parker, Sharon K. A1 - Van den Broeck, Anja A1 - Parker, Sharon K. PB - Oxford University Press UR - \ ER - TY - JOUR T1 - Citizen science on a smartphone: Participants’ motivations and learning JF - Public Understanding of Science Y1 - 2016 A1 - Land-Zandstra, Anne M. A1 - Devilee, Jeroen L. A. A1 - Snik, Frans A1 - Buurmeijer, Franka A1 - van den Broek, Jos M. VL - 25 IS - 1 ER - TY - JOUR T1 - The moral imperative of artificial intelligence JF - Communications of the ACM Y1 - 2016 A1 - Vardi, Moshe Y. VL - 59 ER - TY - JOUR T1 - The rise of social bots JF - Communications of the ACM Y1 - 2016 A1 - Ferrara, Emilio A1 - Varol, Onur A1 - Davis, Clayton A1 - Menczer, Filippo A1 - Flammini, Alessandro VL - 59 IS - 7 ER - TY - JOUR T1 - The history of technological anxiety and the future of economic growth: Is this time different? JF - Journal of Economic Perspectives Y1 - 2015 A1 - Mokyr, Joel A1 - Vickers, Chris A1 - Ziebarth, Nicolas L. VL - 29 IS - 3 ER - TY - JOUR T1 - Human-level control through deep reinforcement learning JF - Nature Y1 - 2015 A1 - Mnih, Volodymyr A1 - Kavukcuoglu, Koray A1 - Silver, David A1 - Rusu, Andrei A A1 - Veness, Joel A1 - Bellemare, Marc G A1 - Graves, Alex A1 - Riedmiller, Martin A1 - Fidjeland, Andreas K A1 - Ostrovski, Georg VL - 518 ER - TY - Generic T1 - Beyond Big Data Y1 - 2013 A1 - Hal R. Varian JF - NABE Annual Meeting UR - http://people.ischool.berkeley.edu/~hal/Papers/2013/BeyondBigDataPaperFINAL.pdf ER - TY - JOUR T1 - Is there an ethics of algorithms? JF - Ethics and Information Technology Y1 - 2011 A1 - Kraemer, Felicitas A1 - van Overveld, Kees A1 - Peterson, Martin VL - 13 IS - 3 ER - TY - RPRT T1 - A Preliminary Analysis of Occupational Task Statements from the O*NET Data Collection Program Y1 - 2003 A1 - Van Iddekinge, Chad A1 - Suzanne Tsacoumis A1 - Jamie Donsbach PB - National Center for O*NET Development SN - FR-02-52 ER - TY - CHAP T1 - The socio-technical perspective: The evolution of socio-technical systems as a conceptual framework and action research program T2 - Perspectives in Organization Design and Behavior Y1 - 1981 A1 - Trist, E. ED - van de Ven, A.H. ED - Joyce, W. F. JF - Perspectives in Organization Design and Behavior PB - John Wiley CY - London ER -