قراءات إضافية

About Data and Big Data

  • Davenport, Thomas H. Big Data at Work: Dispelling the Myths, Uncovering the Opportunities. Cambridge, MA: Harvard Business Review, 2014.
  • Harkness, Timandra. Big Data: Does Size Matter? New York: Bloomsbury Sigma, 2016.
  • Kitchin, Rob. The Data Revolution: Big Data, Open Data, Data Infrastructures, and Their Consequences. Los Angeles: Sage, 2014.
  • Mayer-Schönberger, Viktor, and Kenneth Cukier. Big Data: A Revolution That Will Transform How We Live, Work, and Think. Boston: Eamon Dolan/Mariner Books, 2014.
  • Pomerantz, Jeffrey. Metadata. Cambridge, MA: MIT Press, 2015.
  • Rudder, Christian. Dataclysm: Who We Are (When We Think No One’s Looking). New York: Broadway Books, 2014.

About Data Science, Data Mining, and Machine Learning

  • Kelleher, John D., Brian Mac Namee, and Aoife D’Arcy. Fundamentals of Machine Learning for Predictive Data Analytics. Cambridge, MA: MIT Press, 2015.
  • Linoff, Gordon S., and Michael J. A. Berry. Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management. Indianapolis, IN: Wiley, 2011.
  • Provost, Foster, and Tom Fawcett. Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking. Sebastopol, CA: O’Reilly Media, 2013.

About Privacy, Ethics, and Advertising

  • Dwork, Cynthia, and Aaron Roth. 2014. “The Algorithmic Foundations of Differential Privacy.” Foundations and Trends® in Theoretical Computer Science 9 (3-4): 211–407.
  • Nissenbaum, Helen. Privacy in Context: Technology, Policy, and the Integrity of Social Life. Stanford, CA: Stanford Law Books, 2009.
  • Solove, Daniel J. Nothing to Hide: The False Tradeoff between Privacy and Security. New Haven, CT: Yale University Press, 2013.
  • Turow, Joseph. The Daily You: How the New Advertising Industry Is Defining Your Identity and Your Worth. New Haven, CT: Yale University Press, 2013.

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