Seyun Kim

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Hi! I’m a 4th year Ph.D. student in School of Computer Science HCII at Carnegie Mellon University advised by Motahhare Eslami and Haiyi Zhu.
My research goal is to understand how to operationalize values such as equity and fairness in data-driven technologies and artificial intelligence.

I aim to understand what embedding equity means in technology and surfacing different perceptions from various stakeholders, monitoring equity, and designing AI to create equitable outcomes .

I’ve investigated equity in the context of the public sector and currently exploring health equity in the context of breast cancer screening. My current project involves auditing equity and developing interventions to advancing equity in breast cancer predictive algorithms.

Previously, I received my Master of Science (M.S.) in Computer Science at Cornell University. I was advised by Malte Jung and Susan Fussell .

I received my B.S. at Cornell University majoring in Computer Science and minoring in Information Science.

My email is seyunkim[at]cs.cmu.edu

news

Nov 1, 2024 Organized Workshop for CSCW 2024 workshop & Presented First-Author Paper at CSCW 2024 Costa Rica :sparkles:
Aug 1, 2024 Accepted first-author paper to CSCW 2024 :sparkles:
Jun 29, 2024 Attending and presenting first author paper in CHIWORK :sparkles:Best Paper Award
Sep 1, 2023 Paper published in Computers in Human Behavior :sparkles: :smile:
Apr 23, 2023 Presenting work in CHI 2023 workshop: Designing Technology and Policy Simultaneously: Towards A Research Agenda and New Practice

publications and projects

  1. Current Project
    Monitoring, Integrating, and Advancing Equity in Breast Cancer Prediction Algorithms
    Seyun Kim, Haiyi Zhu, and Motahhare Eslami
    2024
  2. Under Review
    Systematic Literature Review on Equity in HCI and Fairness
    Seyun Kim, Haiyi Zhu, and Motahhare Eslami
    2024
  3. Public Sector
    Integrating Equity in Public Sector Data-Driven Decision Making: Exploring the Desired Futures of Underserved Stakeholders https://dl.acm.org/doi/pdf/10.1145/3686905
    Seyun Kim, Jonathan Ho, Yinan Li, and 7 more authors
    Computer Supported Cooperative Work , 2024
  4. Workshop
    Worker Data Collectives as a means to Improve Accountability, Combat Surveillance and Reduce Inequalities https://dl.acm.org/doi/10.1145/3678884.3681829
    Jane Hsieh, Angie Zhang, Seyun Kim, and 7 more authors
    In , 2024
  5. Public Sector
    Public Technologies Transforming Work of the Public and the Public Sector (Best Paper Award) https://dl.acm.org/doi/10.1145/3663384.3663407
    Seyun Kim, Bonnie Fan, Willa Yunqi Yang, and 5 more authors
    Symposium on Human-Computer Interaction for Work, 2024
    PDF
  6. Fairness
    The social consequences of Machine Allocation Behavior :Fairness, interpersonal perceptions and performance
    Houston Claure, Seyun Kim, René F Kizilcec, and 1 more author
    Computers in Human Behavior, 2023
    PDF
  7. Eating Detection
    EatingTrak :Detecting fine-grained eating moments in the wild using a wrist-mounted IMU
    Ruidong Zhang, Jihai Zhang, Nitish Gade, and 4 more authors
    Proceedings of the ACM on Human-Computer Interaction, 2022
    PDF
  8. Workshop
    Fairness and Transparency in Human-Robot Interaction
    Houston Claure, Mai Lee Chang, Seyun Kim, and 4 more authors
    In 2022 17th ACM/IEEE International Conference on Human-Robot Interaction (HRI), 2022
    PDF