Reading Lists

The following are a list of materials suggested at the ICWSM 2017 Workshop:

Agre, P. (1997). Toward a critical technical practice: Lessons learned in trying to reform AI. Social Science, Technical Systems and Cooperative Work: Beyond the Great Divide. Erlbaum.

Bakshy, Eytan, Solomon Messing, and Lada A. Adamic. “Exposure to ideologically diverse news and opinion on Facebook.” Science 348.6239 (2015): 1130-1132.

Chang, Jonathan, et al. “Reading tea leaves: How humans interpret topic models.” NIPS. Vol. 31. 2009.

Cheng, J., Adamic, L., Dow, P. A., Kleinberg, J. M., & Leskovec, J. (2014, April). Can cascades be predicted?. In Proceedings of the 23rd international conference on World wide web (pp. 925-936). ACM.

Eslami, M., Rickman, A., Vaccaro, K., Aleyasen, A., Vuong, A., Karahalios, K., … & Sandvig, C. (2015, April). I always assumed that I wasn’t really that close to [her]: Reasoning about Invisible Algorithms in News Feeds. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (pp. 153-162). ACM.

Gillespie, T. (2014). The relevance of algorithms. Media technologies: Essays on communication, materiality, and society, 167.

Goldbeck, J. (2013). The Curly Fry Conundrum: Why Social Media Likes Say More than You Might Think (TEDxMidAtlantic 2013)

Mittelstadt, B. D., Allo, P., Taddeo, M., Wachter, S., & Floridi, L. (2016). The ethics of algorithms: Mapping the debate. Big Data & Society, 3(2), 2053951716679679.

Paramythis, A., Weibelzahl, S., & Masthoff, J. (2010). Layered evaluation of interactive adaptive systems: framework and formative methods. User Modeling and User-Adapted Interaction, 20(5), 383-453.

Pasquale, F. (2015). The black box society: The secret algorithms that control money and information. Harvard University Press.

Proferes, N. (2017). Information Flow Solipsism in an Exploratory Study of Beliefs About Twitter. Social Media+ Society, 3(1), 2056305117698493.

Rouvroy, A., Berns, T. (2013). Gouvernementalité algorithmique et perspectives d’émancipation. La disparate comme condition d’individuation par la relation? Réseaux, 1(177), 163-196.

Shorey, S., & Howard, P. N. (2016). Automation, Algorithms, and Politics| Automation, Big Data and Politics: A Research Review. International Journal of Communication, 10, 24.

Tufekci, Z. (2008). Can you see me now? Audience and disclosure regulation in online social network sites. Bulletin of Science, Technology & Society, 28(1), 20-36.