Fall 2019
September 18th - Paul Dourish and Data Materiality
Paul Dourish, Stuff of Bits
October 15 - Adrian Mackenzie and Jenna Burrell
Adrian Mackenzie, The production of prediction: What does machine learning want?, 2015 (Recommended: Adrian Mackenzie, Machine learners : archaeology of a data practice, 2017 (Whole Book))
Jenna Burrell, How the machine ‘thinks’: Understanding opacity in machine learning algorithms, 2016
November 7th - Data structures/data bases
Matthew Jones, “Querying the Archive: Data Mining from Apriori to PageRank” in Science in the Archives, ed. Lorraine Daston.
And Design of Data Mining of WeChat Public Platform Based on Python
November 18th / 18th - Pricing data
D. Moody, P. Walsh: Measuring the Value of Information: An Asset Valuation Approach, in: J. Pries-Heje, C. Ciborra, K. Kautz, J. Valor, E. Christiansen, D. Avison et al. (eds.), Proceedings of the 7th European Conference on Information Systems, 1999, pp. 496–512.
- December 9 - Zuboff vs. Morozov
- Zuboff, The Age of Surveillance Capitalism, Introduction
- OPTIONAL: The rest of the book is available at this link
- Morozov, Evgeny. 2019. Capitalism’s New Clothes. The Baffler. (A review of Zuboff)
- OPTIONAL:
- Data & Society talk by Shoshana Zuboff
- Interview of Zuboff by John Naughton: "The goal is to automate us': welcome to the age of surveillance capitalism"
- Zuboff, The Age of Surveillance Capitalism, Introduction
Spring 2020
- February 25
- Richter & Slowinski, “The Data Sharing Economy: On the Emergence of New Intermediaries”, P.R. IIC (2019) 50: 4. https://link.springer.com/article/10.1007/s40319-018-00777-7
- Malte Ziewitz, Rethinking gaming: The ethical work of optimization in websearch engines
- March 12 - Data markets
- Koutroumpis, Pantelis; Leiponen, Aija; Thomas, Llewellyn D. W. (2017) : “The (Unfulfilled) Potential of Data Marketplaces,” ETLA Working Papers, No. 53, The Research Institute of the Finnish Economy (ETLA), Helsinki, https://www.econstor.eu/handle/10419/201268
- Spiekermann, Markus. “Data Marketplaces: Trends and Monetisation of Data Goods.” Intereconomics (2019) 54: 208.
- March 26 - Infrastructure
- Value Modeling and Calculation for Everything as a Service (XaaS) Based on Reuse https://ieeexplore.ieee.org/abstract/document/6299275
- Muschalle A., Stahl F., Löser A., Vossen G. (2013) Pricing Approaches for Data Markets. In: Castellanos M., Dayal U., Rundensteiner E.A. (eds) Enabling Real-Time Business Intelligence. BIRTE 2012. Lecture Notes in Business Information Processing, vol 154. Springer, Berlin, Heidelberg.
- April 13 - Platform business models
- Platform Competition in Two-Sided Markets Jean-Charles Rochet, Jean Tirole. Journal of the European Economic Association, Volume 1, Issue 4https://academic.oup.com/jeea/article/1/4/990/2280902
- The New Economics of Multisided Platforms, D. Evans and R. Schmalensee, Harvard Business Review Press, 2016.