Research

Publications
Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch
P. Shukla, W.Y. Chong, Y. Patel, B. Schaffner, D. Pruthi, A.N. Bhagoji.
63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025).
[aclweb][arXiv]

An Experimental Study of Netflix Use and the Effects of Autoplay on Watching Behaviors. 
B. Schaffner, Y. Ulloa, R. Sahni, J. Li, A.K. Cohen, N. Messier, L. Gao, M. Chetty.
ACM Conference On Computer-Supported Cooperative Work And Social Computing (CSCW 2025). 
[ACM][arXiv][UChicago News]

"Community Guidelines Makes this the Best Party on the Internet": An In-Depth Study of Online Platforms' Content Moderation Policies. 
B. Schaffner, A.N. Bhagoji, S. Cheng, J. Mei, J.L. Shen, G. Wang, M. Chetty, N. Feamster, G. Lakier, and C. Tan. 
CHI Conference on Human Factors in Computing Systems (CHI 2024). 
[ACM][arXiv][OCMP-43 Public Dataset]

Don’t Let Netflix Drive the Bus: User’s Sense of Agency Over Time and Content Choice on Netflix
B. Schaffner, A. Stefanescu, O. Campili, M. Chetty
ACM Conference On Computer-Supported Cooperative Work And Social Computing (CSCW 2023). 
[pdf][ACM link][News]

Understanding Account Deletion and Relevant Dark Patterns On Social Media
B. Schaffner, N. Lingareddy, and M. Chetty 
ACM Conference On Computer-Supported Cooperative Work And Social Computing (CSCW 2022). 
[pdf][ACM link][Conference Talk]

Exploring Means to Enhance the Efficiency of GPU Bitmap Index Query Processing
B. Tran, B. Schaffner, J. Myre, J. Sawin and D. Chiu
Data Science and Engineering Journal (DSE 2020). 
[pdf][Springer link]

Increasing the Efficiency of GPU Bitmap Index Query Processing
B. Tran, B. Schaffner, J. Myre, J. Sawin and D. Chiu
International Conference on Database Systems for Advanced Applications (DASFAA 2020).
[pdf][Springer link]

Smartphones as Alternative Cloud Computing Engines: Benefits and Trade-offs
B. Schaffner, J. Sawin and J. Myre
IEEE 6th International Conference on Future Internet of Things and Cloud (FiCloud 2018). 
[pdf][IEEE link]
Dissertation
Building Evidence Of Dark Pattern Effects On User Attention And Behavior
B. Schaffner
PhD Thesis: University of Chicago, Division of Physical Sciences, Department of Computer Science (2025).
Panelist
Emerging Transdisciplinary Perspectives to Confront Dark Patterns
C. M. Gray, S. S. Chivukula, K. Bongard-Blanchy, A. Mathur, J. Gunawan, B. Schaffner
CHI '23 in Hamburg, Germany.[link]
Talks
CHI 2024  -  Honolulu, Hawai'i, US (Virtual)
"Community Guidelines Makes this the Best Party on the Internet": An In-Depth Study of Online Platforms' Content Moderation Policies. 
[Recording]

CSCW 2023  -  Minneapolis, MN, US
Don't Let Netflix Drive the Bus: User's Sense of Agency Over Time and Content Choice on Netflix

CSCW 2022  -  Taipei, Taiwan (Virtual)
Understanding Account Deletion and Relevant Dark Patterns On Social Media.
[Recording].

DAFSAA 2020  -  Jeju, South Korea (Virtual)
Increasing the Efficiency of GPU Bitmap Index Query Processing.
Regulatory Comments
California Privacy Protection Agency
California Consumer Privacy Act Regulations - Public Participation in the Rulemaking Process
M. Chetty, M. Kugler, B. Schaffner, L. Strahilevitz. 
August 2022. [pdf][link]

Federal Trade Commision (FTC)
Digital Advertising Business Guidance Request for Information
Acquisti et al.
August 2022. [pdf][link]

European Data Protection Board (EDPB)
Request for Comments on their "Guidelines 3/2022 on Dark patterns in social media platform interfaces: How to recognise and avoid them"
J. Chanenson, M. Chetty, C. Crum, N. Feamster, J. Holiman, A. Khanna, K. MacMillan, B. Pandey, A. Peterson, Z. Rothstein, B. Schaffner, L. Strahilevitz, J. Yasmeh.  
May 2022. [pdf] [link]

Federal Trade Commission (FTC) 
Request for Comments Regarding Topics to be Discussed at Dark Patterns Workshop 
M. Chetty, N. Lingareddy, B. Schaffner, L. Strahilevitz. 
May 2021. [pdf] [link]
Other Papers
Designing and Testing a Mobile Application for Collecting WhatsApp Chat Data While Preserving Privacy
B. Schaffner, A. Brohn, J. Chee, K.J. Feng, M. Chetty
Janurary 2024 (Written February 2023).
[arXiv]

A First Look at the Consolidation of DNS and Web Hosting Providers
S. Wang, K. MacMillan, B. Schaffner, N. Feamster, M. Chetty
October 2021.
[arXiv]

Can I Delete My Account?: Dark Patterns In Account Deletion On Social Media
B. Schaffner, N. Lingareddy, and M. Chetty
CHI 2021 Workshop on What Can CHI Do About Dark Patterns?.
[pdf] [link]
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