Michelle Borkin
Associate Professor
Research interests
- Information and scientific visualization
- Human–computer interaction
- Medical imaging and radiology
- Astrophysics
- Visualization, cognition, and perception
Education
- PhD in Applied Physics, Harvard University
- MS in Applied Physics, Harvard University
- BA in Astronomy, Astrophysics, and Physics, Harvard University
Biography
Michelle Borkin is an assistant professor at the Khoury College of Computer Sciences at Northeastern University, based in Boston.
Borkin develops novel visualization techniques and tools to enable new insights and discoveries in data. She works across disciplines to bring together computer scientists, doctors, and astronomers to collaborate on new analysis and visualization techniques. Her research resulted in the development of novel computer assisted diagnostics in cardiology, scalable visualization solutions for large network data sets, and novel astrophysical visualization tools and discoveries.
Prior to joining Northeastern, Borkin was a postdoctoral research fellow in computer science at the University of British Columbia, an associate in computer science at Harvard University, and a research fellow at Brigham and Women’s Hospital. She was previously a National Science Foundation graduate research fellow, a National Defense Science and Engineering graduate fellow, and a TED fellow.
Recent publications
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Design considerations for photosensitivity warnings in visual media
Citation: Laura South, Caglar Yildirim, Amy Pavel, Michelle A. Borkin. (2024). Design considerations for photosensitivity warnings in visual media ASSETS, 68:1-68:12. https://doi.org/10.1145/3663548.3675643 -
Barriers to Photosensitive Accessibility in Virtual Reality
Citation: Laura South, Caglar Yildirim, Amy Pavel, Michelle A. Borkin. (2024). Barriers to Photosensitive Accessibility in Virtual Reality CHI, 58:1-58:13. https://doi.org/10.1145/3613904.3642635 -
Augmented Reality as a Visualization Technique for Scholarly Publications in Astronomy: An Empirical Evaluation
Citation: Jane L. Adams, Laura South, Arzu Çöltekin, Alyssa A. Goodman, Michelle A. Borkin. (2023). Augmented Reality as a Visualization Technique for Scholarly Publications in Astronomy: An Empirical Evaluation IEEE VIS (Short Papers), 36-40. https://doi.org/10.1109/VIS54172.2023.00016 -
Exploratory Thematic Analysis of Crowdsourced Photosensitivity Warnings
Citation: Laura South, Caglar Yildirim, Amy Pavel, Michelle A. Borkin. (2023). Exploratory Thematic Analysis of Crowdsourced Photosensitivity Warnings CHI Extended Abstracts, 111:1-111:7. https://doi.org/10.1145/3544549.3585649 -
Exploratory Thematic Analysis of Crowdsourced Photosensitivity Warnings
Citation: Laura South, Caglar Yildirim, Amy Pavel, Michelle A. Borkin. (2023). Exploratory Thematic Analysis of Crowdsourced Photosensitivity Warnings CHI Extended Abstracts, 111:1-111:7. https://doi.org/10.1145/3544549.3585649 -
GenoREC: A Recommendation System for Interactive Genomics Data Visualization
Citation: Aditeya Pandey, Sehi L'Yi, Qianwen Wang, Michelle A. Borkin, Nils Gehlenborg. (2023). GenoREC: A Recommendation System for Interactive Genomics Data Visualization IEEE Trans. Vis. Comput. Graph., 29, 570-580. https://doi.org/10.1109/TVCG.2022.3209407 -
Photosensitive Accessibility for Interactive Data Visualizations
Citation: Laura South, Michelle A. Borkin. (2023). Photosensitive Accessibility for Interactive Data Visualizations IEEE Trans. Vis. Comput. Graph., 29, 374-384. https://doi.org/10.1109/TVCG.2022.3209359 -
A State-of-the-Art Survey of Tasks for Tree Design and Evaluation With a Curated Task Dataset
Citation: Aditeya Pandey, Uzma Haque Syeda, Chaitya Shah, John A. Guerra-Gomez, Michelle A. Borkin. (2022). A State-of-the-Art Survey of Tasks for Tree Design and Evaluation With a Curated Task Dataset IEEE Trans. Vis. Comput. Graph., 28, 3563-3584. https://doi.org/10.1109/TVCG.2021.3064037 -
Scalable Scalable Vector Graphics: Automatic Translation of Interactive SVGs to a Multithread VDOM for Fast Rendering
Citation: Schwab, M., Saffo, D., Dunne, C., Tompkin, J., & Borkin, M. (2020, November 18). Scalable Scalable Vector Graphics: Automatic Translation of Interactive SVGs to a Multithread VDOM for Fast Rendering. https://doi.org/10.31219/osf.io/ypxz2 -
Data Comets: Designing a Visualization Tool for Analyzing Autonomous Aerial Vehicle Logs with Grounded Evaluation
Citation: Saffo, David, et al. "Data Comets: Designing a Visualization Tool for Analyzing Autonomous Aerial Vehicle Logs with Grounded Evaluation." Computer Graphics Forum. Vol. 39. No. 3. 2020. -
Evaluating Pan and Zoom Timelines and Sliders
Citation: Michail Schwab, Sicheng Hao, Olga Vitek, James Tompkin, Jeff Huang, and Michelle A. Borkin. 2019. Evaluating Pan and Zoom Timelines and Sliders. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI '19). ACM, New York, NY, USA, Paper 556, 12 pages. DOI: https://doi.org/10.1145/3290605.3300786