Bernease Herman

University of Washington — United States

Social Sciences · Social Sciences

7h-index363citations28works1.92yr avg
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Research Topics

Ethics and Social Impacts of AI(9), Privacy-Preserving Technologies in Data(6), Mobile Crowdsensing and Crowdsourcing(5), Privacy, Security, and Data Protection(4), Educational Games and Gamification(3)

Publications28 total

Understanding Privacy Norms Around LLM-Based Chatbots: A Contextual Integrity Perspective
Proceedings of the AAAI/ACM Conference on AI Ethics and Society·2025· 1 citedOpen Access
Transforming Perspectives on Data Ethics through Collaborative Game Design
Proceedings of the Association for Information Science and Technology·2025
Understanding Privacy Norms Around LLM-Based Chatbots: A Contextual Integrity Perspective
arXiv (Cornell University)·2025Open Access
A Framework for Measuring and Benchmarking Fairness of Generative Crowd-Flow Models
ACM Journal on Computing and Sustainable Societies·2025Open Access
Responsibility and Care in <scp>AI</scp>/<scp>ML</scp> Education: A Collaborative Approach to Ethical Awareness
Proceedings of the Association for Information Science and Technology·2024· 2 citedOpen Access
Student Perspectives on Learning and Teaching Data Ethics Through Speculative Game Design
Computer-supported collaborative learning/˜The œComputer-Supported Collaborative Learning Conference·2024· 1 citedOpen Access
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings
2024· 9 citedOpen Access
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy
ACM SIGMOD Record·2024· 2 cited
Black Women Getting a Seat at the Table in the Video Game Industry
The International Journal of Organizational Diversity·2024· 2 cited
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy
Proceedings of the VLDB Endowment·2023· 4 cited
Game Development as Speculative Design: Teaching Data Science Ethics Using Decentralized Research Groups
Proceedings of the Association for Information Science and Technology·2022· 2 cited
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy
arXiv (Cornell University)·2022· 1 citedOpen Access
Rethinking Streaming Machine Learning Evaluation
arXiv (Cornell University)·2022· 4 citedOpen Access
Integrative urban AI to expand coverage, access, and equity of urban data
The European Physical Journal Special Topics·2022· 8 citedOpen Access
Face Mis-ID: An Interactive Pedagogical Tool Demonstrating Disparate Accuracy Rates in Facial Recognition
2021· 10 cited
Static datasets aren't enough: where deployed systems differ from research
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
An Action-Oriented AI Policy Toolkit for Technology Audits by Community Advocates and Activists
2021· 72 citedOpen Access
Issue Information
Proceedings of the Association for Information Science and Technology·2020· 3 citedOpen Access
Advancing diversity in human centered data science education through games
Proceedings of the Association for Information Science and Technology·2020· 3 cited
A toolkit for algorithmic equity and community empowerment
IDEALS (University of Illinois Urbana-Champaign)·2020Open Access
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Frequent Co-authors

Bill Howe(9), Michael Katell(5), Meg Young(5), Dharma Dailey(5), Vivian Guetler(5), Aaron Tam(5), Daniella Raz(5), P. M. Krafft(5), C. Aragon(5), Sarah Evans(5), Corinne Bintz(4), Julia Stoyanovich(4), Lucas Rosenblatt(4), Nicholas Weber(4), Robert Wolfe(3), Isaac Slaughter(3), Anastasia Holovenko(3), Taras Rumezhak(3), Andrii Stadnik(3), Bin Han(2)