Additional Relevant Papers/Content (to augment those already assigned in class)
Social Signals
Hancock, Jeff, Jeremy Birnholtz, Natalya Bazarova, Jamie Guillory, Josh Perlin, and Barrett Amos. "Butler lies: awareness, deception and design." In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 517-526. 2009.
Kim, Jennifer G., Ha Kyung Kong, Karrie Karahalios, Wai-Tat Fu, and Hwajung Hong. "The power of collective endorsements: credibility factors in medical crowdfunding campaigns." In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, pp. 4538-4549. 2016.
Sannon, Shruti, Natalya N. Bazarova, and Dan Cosley. "Privacy lies: Understanding how, when, and why people lie to protect their privacy in multiple online contexts." In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, pp. 1-13. 2018.
Van Kleek, Max, Dave Murray-Rust, Amy Guy, Daniel A. Smith, Kieron O'Hara, and Nigel R. Shadbolt. "Self curation, social partitioning, escaping from prejudice and harassment: the many dimensions of lying online." In Proceedings of the ACM web science conference, pp. 1-9. 2015.
Watts, Duncan J., and Peter Sheridan Dodds. "Influentials, networks, and public opinion formation." Journal of consumer research 34, no. 4 (2007): 441-458
Deception
Axelrod, Robert, and William Donald Hamilton. "The evolution of cooperation." science 211, no. 4489 (1981): 1390-1396.
Bos, Nathan, Judy Olson, Darren Gergle, Gary Olson, and Zach Wright. "Effects of four computer-mediated communications channels on trust development." In Proceedings of the SIGCHI conference on human factors in computing systems, pp. 135-140. 2002.
Ekman, Paul. Telling lies: Clues to deceit in the marketplace, politics, and marriage (revised edition). WW Norton & Company, 2009.
Gino, Francesca, Michael I. Norton, and Dan Ariely. "The counterfeit self: The deceptive costs of faking it." Psychological science 21, no. 5 (2010): 712-720.
Grudin, Jonathan. "Why CSCW applications fail: problems in the design and evaluation of organizational interfaces." In Proceedings of the 1988 ACM conference on Computer-supported cooperative work, pp. 85-93. 1988.
Kotturi, Yasmine, Anson Kahng, Ariel D. Procaccia, and Chinmay Kulkarni. "HirePeer: Impartial Peer-Assessed Hiring at Scale in Expert Crowdsourcing Markets." In AAAI, pp. 2577-2584. 2020.
Lessig, Lawrence. Code: And other laws of cyberspace. ReadHowYouWant. com, 2009.
Mitra, Tanushree, Graham Wright, and Eric Gilbert. "Credibility and the dynamics of collective attention." Proceedings of the ACM on Human-Computer Interaction 1, no. CSCW (2017): 1-17.
Toma, Catalina L., and Jeffrey T. Hancock. "Reading between the lines: linguistic cues to deception in online dating profiles." In Proceedings of the 2010 ACM conference on Computer supported cooperative work, pp. 5-8. 2010.
Olson, Gary M., and Judith S. Olson. "Distance matters." Human–computer interaction 15, no. 2-3 (2000): 139-178.
Olson, Judith S., and Gary M. Olson. "i2i trust in e-commerce." Communications of the ACM 43, no. 12 (2000): 41-44.
Social News Web Sites & (Mis/dis)information
Che, Xunru, Danaë Metaxa-Kakavouli, and Jeffrey T. Hancock. "Fake News in the News: An Analysis of Partisan Coverage of the Fake News Phenomenon." In Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing, pp. 289-292. 2018.
Hussein, Eslam, Prerna Juneja, and Tanushree Mitra. "Measuring misinformation in video search platforms: An audit study on YouTube." Proceedings of the ACM on Human-Computer Interaction 4, no. CSCW1 (2020): 1-27.
Introna, Lucas, and Helen Nissenbaum. "Defining the web: The politics of search engines." Computer 33, no. 1 (2000): 54-62.
Kane, Aimée A., Sara Kiesler, and Ruogu Kang. "Inaccuracy Blindness in Collaboration Persists, even with an Evaluation Prompt." In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, pp. 1-9. 2018.
Kulshrestha, Juhi, Muhammad Bilal Zafar, Lisette Espin-Noboa, Krishna P. Gummadi, and Saptarshi Ghosh. "Characterizing information diets of social media users." International Conference on Web and Social Media. 2015.
Munson, Sean A., and Paul Resnick. "Presenting diverse political opinions: how and how much." In Proceedings of the SIGCHI conference on human factors in computing systems, pp. 1457-1466. 2010.
Pariser, Eli. Beware online "filter bubbles". Ted Talk 2011.
Starbird, Kate, Ahmer Arif, and Tom Wilson. "Disinformation as collaborative work: Surfacing the participatory nature of strategic information operations." Proceedings of the ACM on Human-Computer Interaction 3, no. CSCW (2019): 1-26.
Starbird, K., and T. Wilson. "Cross-platform disinformation campaigns: lessons learned and next steps." Harvard Kennedy School Misinformation Review 1, no. 1 (2020).
University of Michigan Coursera Course: Disinformation, Misinformation, and Fake News Teach-Out. Starts September 7, 2020.
Vosoughi, Soroush, Deb Roy, and Sinan Aral. "The spread of true and false news online." Science 359, no. 6380 (2018): 1146-1151.
Public Displays and Performance & Signals of Status
Bakhshi, Saeideh, David A. Shamma, and Eric Gilbert. "Faces engage us: Photos with faces attract more likes and comments on instagram." In Proceedings of the SIGCHI conference on human factors in computing systems, pp. 965-974. 2014.
Bakhshi, Saeideh, David A. Shamma, Lyndon Kennedy, and Eric Gilbert. "Why We Filter Our Photos and How It Impacts Engagement." In ICWSM, pp. 12-21. 2015.
Dunbar, Robin, and Robin Ian MacDonald Dunbar. Grooming, gossip, and the evolution of language. Harvard University Press, 1998.
Hauser, Marc D. The evolution of communication. MIT press, 1996.
Reputation and Trustworthiness & Trolling and Harassment Online
Chandrasekharan, Eshwar, Mattia Samory, Anirudh Srinivasan, and Eric Gilbert. "The bag of communities: Identifying abusive behavior online with preexisting internet data." In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, pp. 3175-3187. 2017.
Chandrasekharan, Eshwar, Umashanthi Pavalanathan, Anirudh Srinivasan, Adam Glynn, Jacob Eisenstein, and Eric Gilbert. "You can't stay here: The efficacy of reddit's 2015 ban examined through hate speech." Proceedings of the ACM on Human-Computer Interaction 1, no. CSCW (2017): 1-22.
Chandrasekharan, Eshwar, Mattia Samory, Shagun Jhaver, Hunter Charvat, Amy Bruckman, Cliff Lampe, Jacob Eisenstein, and Eric Gilbert. "The internet's hidden rules: An empirical study of Reddit norm violations at micro, meso, and macro Scales." Proceedings of the ACM on Human-Computer Interaction 2, no. CSCW (2018): 1-25.
Im, Jane, Sonali Tandon, Eshwar Chandrasekharan, Taylor Denby, and Eric Gilbert. "Synthesized social signals: Computationally-derived social signals from account histories." In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, pp. 1-12. 2020.
Jhaver, Shagun, Sucheta Ghoshal, Amy Bruckman, and Eric Gilbert. "Online harassment and content moderation: The case of blocklists." ACM Transactions on Computer-Human Interaction (TOCHI) 25, no. 2 (2018): 1-33.
Jurgens, David, Eshwar Chandrasekharan, and Libby Hemphill. "A just and comprehensive strategy for using nlp to address online abuse." arXiv preprint arXiv:1906.01738 (2019).
Recommender Systems, Voting, and Opinions
Talton III, Jerry O., Krishna Dusad, Konstantinos Koiliaris, and Ranjitha S. Kumar. "How do People Sort by Ratings?" In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, pp. 1-10. 2019.
Easley, David, and Jon Kleinberg. Networks, crowds, and markets. Vol. 8. Cambridge: Cambridge University Press, 2010.
Chapter 23: Voting
Discrimination and Bias Signals & Anonymity
Ananny, Mike, and Kate Crawford. "Seeing without knowing: Limitations of the transparency ideal and its application to algorithmic accountability." New Media & Society 20, no. 3 (2018): 973-989
Buolamwini, Joy, and Timnit Gebru. "Gender shades: Intersectional accuracy disparities in commercial gender classification." In Conference on fairness, accountability and transparency, pp. 77-91. 2018.
Chen, Le, Alan Mislove, and Christo Wilson. "Peeking beneath the hood of uber." In Proceedings of the 2015 internet measurement conference, pp. 495-508. 2015.
Diakopoulos, Nicholas. "Algorithmic accountability reporting: On the investigation of black boxes." (2014).
Friedman, Batya, and Helen Nissenbaum. "Bias in computer systems." ACM Transactions on Information Systems (TOIS) 14, no. 3 (1996): 330-347.
Hannak, Aniko, Gary Soeller, David Lazer, Alan Mislove, and Christo Wilson. "Measuring price discrimination and steering on e-commerce web sites." In Proceedings of the 2014 conference on internet measurement conference, pp. 305-318. 2014.
O'Neil, Cathy. Weapons of math destruction: How big data increases inequality and threatens democracy. Broadway Books, 2016.
Ayman Shamma. Behind Twitter’s Biased AI Cropping and How to Fix It. https://medium.com/swlh/behind-twitters-biased-ai-cropping-and-how-to-fix-it-c0bff96c8d3e
Sandvig, Christian, Kevin Hamilton, Karrie Karahalios, and Cedric Langbort. "Auditing algorithms: Research methods for detecting discrimination on internet platforms." Data and discrimination: converting critical concerns into productive inquiry 22 (2014).
Sweeney, Latanya. "Discrimination in online ad delivery." Queue 11, no. 3 (2013): 10-29.
The AI-Now Institute: https://ainowinstitute.org
The Algorithmic Justice League: https://www.ajl.org
FAccT Conference: https://facctconference.org
Ethics and Privacy
<coming soon>
Gossip, Diffusion, Cascades & Mimicry and Alignment & Nudging
Easley, David, and Jon Kleinberg. Networks, crowds, and markets. Vol. 8. Cambridge: Cambridge University Press, 2010.
Chapter 16: Information Cascades
Chapter 19: Cascading Behavior in Networks
Chapter 21: Epidemics