How Modes of Myth-Making Affect the Particulars of DS/ML Adoption in Industry

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REFERENCES CITED

Carr, E. Summerson
2010     “Enactments of Expertise.” Annual Review of Anthropology 39 (1): 17–32.

Christin, Angele
2016     “From Daguerreotypes to Algorithms: Machines, Expertise, and Three Forms of Objectivity.” ACM Computers & Society 46 (1): 27–32.

Collobert, Ronan, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa
2011     “Natural Language Processing (Almost) from Scratch.” Journal of Machine Learning Research 12: 2493–2537.

Daston, Lorraine, and Peter Galison
2007     Objectivity. Brooklyn, NY: Zone Books.

Dowd, M
2017     Elon Musk’s Billion-Dollar Crusade to Stop the A.I. Apocalypse. Vanity Fair. April.

Dumit, Joseph
2004     Picturing Personhood: Brain Scans and Biomedical Identity. Princeton, NJ: Princeton University Press.

Eckert, Daniel
2016     “Artificial Intelligence Is the New Electricity?” Vox Creative.

Elish, M. C., and danah boyd
2017     “Situating Methods in the Magic of Big Data and AI.” Communication Monographs, 1–24.

Elish, M.C., and Tim Hwang
2016     An AI Pattern Language. Data and Society. http://autonomy.datasociety.net/patternlanguage/.

Ensmenger, Nathan
2012     “Is Chess the Drosophila of Artificial Intelligence? A Social History of an Algorithm.” Social Studies of Science 42 (1): 5–30.

Fei-Fei, Li, and Pietro Perona
2005     “A Bayesian Hierarchical Model for Learning Natural Scene Categories.” 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’05) 2: 524–31.

Ford, Heather
2014     “Big Data and Small: Collaborations between Ethnographers and Data Scientists.” Big Data & Society 1 (2).

Karpathy, Andrej
2017     “AlphaGo, in Context.” Medium.

Koch, Gregory
2015     “Siamese Neural Networks for One-Shot Image Recognition.” University of Toronto.

Latour, Bruno
1993     The Pasteurization of France. Cambridge, MA: Harvard University Press.

Laurel, Brenda
2013     Computers as Theatre. New York: Addison-Wesley Publishing Company.

Marx, Leo
1997     “‘Technology’: The Emergence of a Hazardous Concept.” Social Research 64 (3): 965–88.

Mearian, Lucas
2016     “Google’s DeepMind A.I. Can Slash Data Center Power Use 40%.” Computerworld.

Moravčík, Matej, Martin Schmid, Neil Burch, Viliam Lisý, Dustin Morrill, Nolan Bard, Trevor Davis, Kevin Waugh, Michael Johanson, and Michael Bowling
2017     “DeepStack: Expert-Level Artificial Intelligence in Heads-up No-Limit Poker.” Science 356 (6337): 508–13.

Ng, Andrew
2016     “Hiring Your First Chief AI Officer.” Harvard Business Review. https://hbr.org/2016/11/hiring-your-first-chief-ai-officer.

Nye, David E.
1996     American Technological Sublime. Cambridge, MA: MIT Press.

Popper, Karl
2005     The Logic of Scientific Discovery. New York: Routledge.

Rumelt, Richard P.
1974     Strategy, Structure and Economic Performance. Ann Arbor: University of Michigan Press.

Silver, David, Julian Schrittwieser, Karen Simonyan, Ioannis Antonoglou, Aja Huang, Arthur Guez, Thomas Hubert, et al.
2017     “Mastering the Game of Go without Human Knowledge.” Nature 550 (7676). Nature Publishing Group: 354–59.

Star, S. L.
1999     “The Ethnography of Infrastructure.” American Behavioral Scientist 43 (3): 377–91.

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