Наука о данных. Базовый курс

‹11›. Duhigg, Charles. 2012. «How Companies Learn Your Secrets.» The New York Times, February 16. http://www.nytimes.com/2012/02/19/magazine/shopping-habits.htm.

‹12›. Turow, Joseph. 2013. The Daily You: How the New Advertising Industry Is Defining Your Identity and Your Worth. Yale University Press.

‹13›. Clifford, Stephanie. 2012. «Supermarkets Try Customizing Prices for Shoppers.» The New York Times, August 9. http://www.nytimes.com/2012/08/10/business/supermarkets-trycustomizing-prices-for-shoppers.html.

‹14›. Batty, Mike, Arun Tripathi, Alice Kroll, Cheng-sheng Peter Wu, David Moore, Chris Stehno, Lucas Lau, Jim Guszcza, and Mitch Katcher. 2010. «Predictive Modeling for Life Insurance: Ways Life Insurers Can Participate in the Business Analytics Revolution.» Society of Actuaries.

https://www.soa.org/files/pdf/research-pred-mod-life-batty.pdf.

‹15›. Kitchin, Rob. 2014a. The Data Revolution: Big Data, Open Data, Data Infrastructures and Their Consequences. Sage.

‹16›. Clifford, Stephanie. 2012. «Supermarkets Try Customizing Prices for Shoppers.» The New York Times, August 9. http://www.nytimes.com/2012/08/10/business/supermarkets-trycustomizing-prices-for-shoppers.html.

‹17›. Datta, Amit, Michael Carl Tschantz, and Anupam Datta. 2015. «Automated Experiments on Ad Privacy Settings.» Proceedings on Privacy Enhancing Technologies 2015 (1): 92–112.

‹18›. Hunt, Priscillia, Jessica Saunders, and John S. Hollywood. 2014. Evaluation of the Shreveport Predictive Policing Experiment. Rand Corporation. http://www.rand.org/pubs/research_reports/RR531

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‹19›. The Oakland Privacy Working Group. 2015. «PredPol: An Open Letter to the Oakland City Council,» June 25. https://www.indybay.org/newsitems/2015/06/25/18773987.php.

‹20›. Harkness, Timandra. 2016. Big Data: Does Size Matter? Bloomsbury Sigma.

‹21›. Baldridge, Jason. 2015. «Machine Learning And Human Bias: An Uneasy Pair.» TechCrunch. http://social.techcrunch.com/2015/08/02/machine-learning-and-human-bias-an-uneasypair/.

‹22›. Harkness, Timandra. 2016. Big Data: Does Size Matter? Bloomsbury Sigma.

‹23›. Gorner, Jeremy. 2013. «Chicago Police Use Heat List as Strategy to Prevent Violence.» Tribunedigital-Chicagotribune. August 21. http://articles.chicagotribune.com/2013-0821/news/ct-met-heat-list-20130821_1_chicago-police-commander-andrew-papachristosheat-list.

‹24›. Saunders, Jessica, Priscillia Hunt, and John S. Hollywood. 2016. «Predictions Put into Practice: A Quasi-Experimental Evaluation of Chicago’s Predictive Policing Pilot.» Journal of Experimental Criminology 12 (3): 347–71. doi:10.1007/s11292-016-9272-0.

‹25›. Saunders, Jessica, Priscillia Hunt, and John S. Hollywood. 2016. «Predictions Put into Practice: A Quasi-Experimental Evaluation of Chicago’s Predictive Policing Pilot.» Journal of Experimental Criminology 12 (3): 347–71. doi:10.1007/s11292-016-9272-0.

‹26›. Rhee, Nissa. 2016. «Study Casts Doubt on Chicago Police’s Secretive ‘Heat List.’» Chicago Magazine. August 17. http://www.chicagomag.com/city-life/August-2016/ChicagoPolice-Data.

‹27›. 

Gorner, Jeremy. 2013. «Chicago Police Use Heat List as Strategy to Prevent Violence.» Tribunedigital-Chicagotribune. August 21. http://articles.chicagotribune.com/2013-0821/news/ct-met-heat-list-20130821_1_chicago-police-commander-andrew-papachristosheat-list.

‹28›. Dokoupil, Tony. 2013. «‘Small World of Murder’: As Homicides Drop, Chicago Police Focus on Social Networks of Gangs.» NBC News. December 17. http://www.nbcnews.com/news/other/small-world-murder-homicides-drop-chicagopolice-focus-social-networks-f2D11758025.

‹29›. Baldridge, Jason. 2015. «Machine Learning And Human Bias: An Uneasy Pair.» TechCrunch. http://social.techcrunch.com/2015/08/02/machine-learning-and-human-bias-an-uneasypair.

‹30›. Berk, Richard A., and Justin Bleich. 2013. «Statistical Procedures for Forecasting Criminal Behavior.» Criminology & Public Policy 12 (3): 513–544.