@proceedings {259751, title = {Mining Administrative Data to Spur Urban Revitalization}, journal = {KDD {\textquoteright}15: The 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining}, year = {2015}, address = {Sydney, Australia}, url = {https://www.youtube.com/watch?v=gtDbswP1Obs}, author = {Ben Green and Alejandra Caro and Matthew Conway and Robert Manduca and Tom Plagge and Abby Miller} } @conference {259736, title = {Testing and Quantifying Collective Intelligence}, booktitle = {Collective Intelligence 2015}, year = {2015}, month = {May 31 - June 2}, address = {Santa Clara, CA}, author = {Ben Green} } @article {537721, title = {Excavation and aggregation as organizing factors in de novo construction by mound-building termites}, journal = {Proceedings of the Royal Society B}, volume = {284}, number = {1856}, year = {2017}, url = {http://rspb.royalsocietypublishing.org/content/284/1856/20162730}, author = {Ben Green and Paul Bardunias and J. Scott Turner and Radhika Nagpal and Justin Werfel} } @article {507531, title = {Open Data Privacy: A risk-benefit, process-oriented approach to sharing and protecting municipal data}, journal = {Berkman Klein Center Research Publication}, year = {2017}, url = {https://cyber.harvard.edu/publications/2017/02/opendataprivacyplaybook}, author = {Ben Green and Gabe Cunningham and Ariel Ekblaw and Paul Kominers and Andrew Linzer and Susan Crawford} } @article {doi:10.1001/jamainternmed.2016.8245, title = {Modeling contagion through social networks to explain and predict gunshot violence in Chicago, 2006 to 2014}, journal = {JAMA Internal Medicine}, volume = {177}, number = {3}, year = {2017}, pages = {326-333}, doi = {10.1001/jamainternmed.2016.8245}, url = {http://dx.doi.org/10.1001/jamainternmed.2016.8245}, author = {Ben Green and Thibaut Horel and Andrew Papachristos} } @proceedings {612558, title = {The Myth in the Methodology: Towards a Recontextualization of Fairness in Machine Learning}, journal = {Machine Learning: The Debates workshop at the 35th International Conference on Machine Learning (ICML)}, year = {2018}, address = {Stockholm, Sweden}, author = {Ben Green and Lily Hu} } @proceedings {612557, title = {{\textquotedblleft}Fair{\textquotedblright} Risk Assessments: A Precarious Approach for Criminal Justice Reform}, journal = {5th Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT/ML 2018)}, year = {2018}, address = {Stockholm, Sweden}, author = {Ben Green} } @article {641969, title = {The Principles and Limits of Algorithm-in-the-Loop Decision Making}, journal = {Proceedings of the ACM on Human-Computer Interaction}, volume = {3}, number = {CSCW}, year = {2019}, author = {Ben Green and Yiling Chen} } @book {626855, title = {The Smart Enough City: Putting Technology in Its Place to Reclaim Our Urban Future}, year = {2019}, publisher = {MIT Press}, organization = {MIT Press}, url = {https://mitpress.mit.edu/books/smart-enough-city}, author = {Ben Green} } @conference {626115, title = {Disparate Interactions: An Algorithm-in-the-Loop Analysis of Fairness in Risk Assessments}, booktitle = {Conference on Fairness, Accountability, and Transparency (FAT* {\textquoteright}19)}, year = {2019}, address = {Atlanta, GA, USA}, author = {Ben Green and Yiling Chen} } @proceedings {646307, title = {Algorithmic Realism: Expanding the Boundaries of Algorithmic Thought}, journal = {Proceedings of the ACM Conference on Fairness, Accountability, and Transparency (FAT*)}, year = {2020}, author = {Ben Green and Salom{\'e} Viljoen} } @proceedings {646306, title = {The False Promise of Risk Assessments: Epistemic Reform and the Limits of Fairness}, journal = {Proceedings of the ACM Conference on Fairness, Accountability, and Transparency (FAT*)}, year = {2020}, author = {Ben Green} } @article {694832, title = {The Contestation of Tech Ethics: A Sociotechnical Approach to Ethics and Technology in Action}, journal = {Journal of Social Computing}, volume = {2}, number = {3}, year = {2021}, url = {https://doi.org/10.23919/JSC.2021.0018}, author = {Ben Green} } @article {681383, title = {Algorithmic Risk Assessments Can Alter Human Decision-Making Processes in High-Stakes Government Contexts}, journal = {Proceedings of the ACM on Human-Computer Interaction}, volume = {5}, number = {CSCW2}, year = {2021}, author = {Ben Green and Yiling Chen} } @article {626856, title = {Data Science as Political Action: Grounding Data Science in a Politics of Justice}, journal = {Journal of Social Computing}, volume = {2}, number = {3}, year = {2021}, url = {https://doi.org/10.23919/JSC.2021.0029}, author = {Ben Green} } @article {694833, title = {The Flaws of Policies Requiring Human Oversight of Government Algorithms}, journal = {Computer Law \& Security Review}, volume = {45}, year = {2022}, url = {https://doi.org/10.1016/j.clsr.2022.105681}, author = {Ben Green} } @article {681384, title = {Escaping the Impossibility of Fairness: From Formal to Substantive Algorithmic Fairness}, journal = {Philosophy \& Technology}, volume = {35}, year = {2022}, url = {https://doi.org/10.1007/s13347-022-00584-6}, author = {Ben Green} }