Carolina Nobre
Assistant Professor, Computer Science — University of Toronto
Carolina Nobre is an Assistant Professor in Computer Science at the University of Toronto. Her research focuses on data visualization, particularly user-adaptive interactive visualizations, multivariate networks, visual literacy, and the design of tools that help people explore and trust complex data.
Collaborated Papers
2026
- 10.Naaz Sibia, Jessica Wen, Amber Richardson, Yashika Jain, Khushi Malik, Bogdan Simion, Carolina Nobre, Angela Zavaleta Bernuy, Andrew Petersen, Michael Liut."Code as Anchor, Memory and Metaphor as Support: Learner Experiences with Multi-View Visualizations" (2026).[doi][]
- 9.Runlong Ye, Naaz Sibia, Angela Zavaleta Bernuy, Tingting Zhu, Carolina Nobre, Viktoria Pammer-Schindler, Michael Liut."From Toil to Thought: Designing for Strategic Exploration and Responsible AI in Systematic Literature Reviews" Proceedings of the 31st International Conference on Intelligent User Interfaces. (2026).[doi][]
- 8.Runlong Ye, Oliver Huang, Patrick Lee, Michael Liut, Carolina Nobre, Ha-Kyung Kong."Reflexis: Supporting Reflexivity and Rigor in Collaborative Qualitative Analysis through Design for Deliberation" Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems. (2026).[doi][]
2025
- 7.Naaz Sibia, Jessica Wen, Amber Richardson, Yashika Jain, Angela Zavaleta Bernuy, Bogdan Simion, Andrew Petersen, Carolina Nobre, Michael Liut."From State to Structure: Towards Abstraction Support in CS2" Proceedings of the 25th Koli Calling International Conference on Computing Education Research. (2025).[doi][]
- 6.Naaz Sibia, Valeria Ramirez Osorio, Jessica Wen, Rutwa Engineer, Angela Zavaleta Bernuy, Andrew Petersen, Michael Liut, Carolina Nobre."From Code to Concept: Evaluating Multiple Coordinated Views in Introductory Programming" ArXiv. (2025).[doi][]
- 5.Runlong Ye, Patrick Lee, Matthew Varona, Oliver Huang, Carolina Nobre."ScholarMate: A Mixed-Initiative Tool for Qualitative Knowledge Work and Information Sensemaking" Adjunct Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work. (2025).[doi][]
- 4.Runlong Ye, Matthew Varona, Oliver Huang, Patrick Lee, Michael Liut, Carolina Nobre."The Design Space of Recent AI-assisted Research Tools for Ideation, Sensemaking, and Scientific Creativity" ArXiv. (2025).[doi][]
- 3.Naaz Sibia, Angela Zavaleta Bernuy, Amber Richardson, Khushi Malik, Prajna Pendharkar, Carolina Nobre, Michael Liut, Andrew Petersen."Reducing Isolation through Peer-Modeled Posts" Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2. (2025).[doi][]
2024
- 2.Naaz Sibia, Valeria Ramirez Osorio, Angela Zavaleta Bernuy, Efthimia Aivaloglou, Rutwa Engineer, Andrew Petersen, Michael Liut, Carolina Nobre."Exploring the Impact of Multiple Representations in Introductory Programming: A Pilot Study" Proceedings of the 24th Koli Calling International Conference on Computing Education Research. (2024).[doi][]
- 1.Naaz Sibia, Angela Zavaleta Bernuy, Tiana V. Simovic, Chloe Huang, Yinyue Tan, Eun-Kyung Seong, Carolina Nobre, Daniel Zingaro, Michael Liut, Andrew Petersen."Exploring the Effects of Grouping by Programming Experience in Q&A Forums" Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1. (2024).[doi][]
Posters
Posters will appear here as the archive grows.