Publications

Publications

2019

Ben Green. The Smart Enough City: Putting Technology in Its Place to Reclaim Our Urban Future. MIT Press. 2019.
Publisher’s Version

Ben Green and Yiling Chen. “Disparate Interactions: An Algorithm-in-the-Loop Analysis of Fairness in Risk Assessments,” in Conference on Fairness, Accountability, and Transparency (FAT* ’19). 2019.
Best Interdisciplinary and Technical Paper
PDF | Publisher’s Version

2018

Ben Green. “Data Science as Political Action: Grounding Data Science in a Politics of Justice.” Working Paper.
PDF | arXiv

Ben Green. “‘Fair’ Risk Assessments: A Precarious Approach for Criminal Justice Reform,” in 5th Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT/ML 2018). 2018.
PDF

Ben Green and Lily Hu. “The Myth in the Methodology: Towards a Recontextualization of Fairness in Machine Learning,” in Machine Learning: The Debates workshop at the 35th International Conference on Machine Learning (ICML). 2018.
PDF

2017

Ben Green, Thibaut Horel, and Andrew V. Papachristos. “Modeling contagion through social networks to explain and predict gunshot violence in Chicago, 2006 to 2014,” JAMA Internal Medicine. 177 (3):326-333. 2017
PDF | Supplement PDF | Publisher’s Version

Ben Green, Gabe Cunningham, Ariel Ekblaw, Paul Kominers, Andrew Linzer, and. Susan Crawford. “Open Data Privacy: A risk-benefit, process-oriented approach to sharing and protecting municipal data,” Berkman Klein Center Research Publication. 2017.
PDF | Publisher’s Version

Ben Green, Paul Bardunias, J. Scott Turner, Radhika Nagpal, and Justin Werfel. “Excavation and aggregation as organizing factors in de novo construction by mound-building termites,” Proceedings of the Royal Society B. 284 (1856). 2017.
PDF | Supplement PDF | Publisher’s Version

2015

Ben Green, Alejandra Caro, Matthew Conway, Robert Manduca, Tom Plagge, and Abby Miller. “Mining Administrative Data to Spur Urban Revitalization,” in Proceedings of the 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD ’15). 2015.
PDF | Publisher’s Version

Ben Green. “Testing and Quantifying Collective Intelligence,” in Collective Intelligence. 2015.
PDF