Publications

2024
Thumbnail image for publication titled: Barriers to photosensitive accessibility in virtual reality
Barriers to photosensitive accessibility in virtual reality

Laura South, Caglar Yildirim, Amy Pavel, and Michelle A. Borkin. Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2024.

PDF | Preprint | DOI | Supplement | Video presentation | BibTeX | CHI 2024 Best Paper Honorable Mention!

Thumbnail image for publication titled: Rethinking human-AI collaboration in complex medical decision making: a case study in sepsis diagnosis
Rethinking human-AI collaboration in complex medical decision making: a case study in sepsis diagnosis

Shao Zhang, Jianing Yu, Xuhai Xu, Changchang Yin, Yuxuan Lu, Bingsheng Yao, Melanie Tory, Lace M. Padilla, Jeffrey Caterino, Ping Zhang, and Dakuo Wang. Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2024.

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Thumbnail image for publication titled: Odds and insights: decision quality in exploratory data analysis under uncertainty
Odds and insights: decision quality in exploratory data analysis under uncertainty

Abhraneel Sarma, Xiaoying Pu, Yuan Cui, Eli T. Brown, Michael Correll, and Matthew Kay. Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2024.

PDF | Preprint | Supplement | Blog post | BibTeX | CHI 2024 Best Paper Honorable Mention!

Thumbnail image for publication titled: When the body became data: historical data cultures and anatomical illustration
When the body became data: historical data cultures and anatomical illustration

Michael Correll and Laura A. Garrison. Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2024.

PDF | Preprint | Blog post | BibTeX

Thumbnail image for publication titled: Struggles and strategies in understanding information visualizations
Struggles and strategies in understanding information visualizations

Maryam Rezaie, Melanie Tory, and Sheelagh Carpendale. IEEE Transactions on Visualization and Computer Graphics—PacificVis/TVCG. 2024.

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2023
Thumbnail image for publication titled: Allotaxonometry and rank-turbulence divergence: a universal instrument for comparing complex systems
Allotaxonometry and rank-turbulence divergence: a universal instrument for comparing complex systems

Peter Sheridan Dodds, Joshua R Minot, Michael V Arnold, Thayer Alshaabi, Jane Adams, David Rushing Dewhurst, Tyler J Gray, Morgan R Frank, Andrew J Reagan, and Christopher M Danforth. EPJ Data Science. 2023.

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Thumbnail image for publication titled: DevOps for DataVis: a survey and provocation for teaching deployment of data visualizations
DevOps for DataVis: a survey and provocation for teaching deployment of data visualizations

Jane Adams. Proc. alt.VIS workshop at IEEE VIS—alt.VIS. 2023.

PDF | Preprint | DOI | Supplement | BibTeX | alt.VIS 2023 Most Frustration-Motivated Award!

Thumbnail image for publication titled: A collection of benchmark datasets for evaluating graph layout algorithms
A collection of benchmark datasets for evaluating graph layout algorithms

Sara Di Bartolomeo, Eduardo Puerta, Connor Wilson, Tarik Crnovrsanin, and Cody Dunne. Poster at Graph Drawing and Network Visualization—GD Posters. 2023.

PDF | Preprint | Supplement | Code | Homepage | BibTeX | GD 2023 best poster honorable mention!

Thumbnail image for publication titled: Exploratory thematic analysis of crowdsourced photosensitivity warnings
Exploratory thematic analysis of crowdsourced photosensitivity warnings

Laura South, Caglar Yildirim, Amy Pavel, and Michelle A. Borkin. Proc. CHI Conference on Human Factors in Computing Systems Late-Breaking Work—CHI LBW. 2023.

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Thumbnail image for publication titled: SliceLens: guided exploration of machine learning datasets
SliceLens: guided exploration of machine learning datasets

Daniel Kerrigan and Enrico Bertini. Proceedings of the Workshop on Human-In-the-Loop Data Analytics. 2023.

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Thumbnail image for publication titled: Average estimates in line graphs are biased toward areas of higher variability
Average estimates in line graphs are biased toward areas of higher variability

Dominik Moritz, Lace M. Padilla, Francis Nguyen, and Steven L. Franconeri. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2023.

PDF | Preprint | Supplement | Preregistration | Code | Video preview | Award | BibTeX | VIS 2023 Best Paper Honorable Mention!

Thumbnail image for publication titled: Augmented reality as a visualization technique for scholarly publications in astronomy: an empirical evaluation
Augmented reality as a visualization technique for scholarly publications in astronomy: an empirical evaluation

Jane L. Adams, Laura South, Arzu Çöltekin, Alyssa Goodman, and Michelle A. Borkin. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2023.

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Thumbnail image for publication titled: Heuristics for supporting cooperative dashboard design
Heuristics for supporting cooperative dashboard design

Vidya Setlur, Michael Correll, Arvind Satyanarayan, and Melanie Tory. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2023.

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Thumbnail image for publication titled: Investigating the visual utility of differentially private scatterplots
Investigating the visual utility of differentially private scatterplots

Liudas Panavas, Tarik Crnovrsanin, Jane Lydia Adams, Jonathan Ullman, Ali Sargavad, Melanie Tory, and Cody Dunne. IEEE Transactions on Visualization and Computer Graphics—TVCG. 2023.

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Thumbnail image for publication titled: Ask and you shall receive (a graph drawing): Testing ChatGPT's potential to apply graph layout algorithms
Ask and you shall receive (a graph drawing): Testing ChatGPT's potential to apply graph layout algorithms

Sara Di Bartolomeo, Giorgio Severi, Victor Schetinger, and Cody Dunne. Proc. EuroVis Conference on Visualization—EuroVis. 2023.

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Thumbnail image for publication titled: Doom or deliciousness: challenges and opportunities for visualization in the age of generative models
Doom or deliciousness: challenges and opportunities for visualization in the age of generative models

Victor Schetinger, Sara Di Bartolomeo, Mennatallah El-Assady, Andrew McNutt, Matthias Miller, and Jane Adams. Computer Graphics Forum—EuroVis/CGF. 2023.

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2022
Thumbnail image for publication titled: Multiple Forecast Visualizations (MFVs): trade-offs in trust and performance in multiple COVID-19 forecast visualizations
Multiple Forecast Visualizations (MFVs): trade-offs in trust and performance in multiple COVID-19 forecast visualizations

Lace Padilla, Racquel Fygenson, Spencer C. Castro, and Enrico Bertini. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2022.

PDF | Preprint | DOI | Preregistration | Video preview | Demo video | News | BibTeX | VIS 2022 Best Paper Award!

Thumbnail image for publication titled: Ready player viz: player-created data visualizations for video games
Ready player viz: player-created data visualizations for video games

Jane Adams and Michael Davinroy. Proc. alt.VIS workshop at IEEE VIS—alt.VIS. 2022.

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Thumbnail image for publication titled: StoryFacets: A design study on storytelling with visualizations for collaborative data analysis
StoryFacets: A design study on storytelling with visualizations for collaborative data analysis

Deokgun Park, Mohamed Suhail, Minsheng Zheng, Cody Dunne, Eric Ragan, and Niklas Elmqvist. Information Visualization—IVI. 2022.

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Thumbnail image for publication titled: Principles of Query Visualization
Principles of Query Visualization

Wolfgang Gatterbauer, Cody Dunne, H. V. Jagadish, and Mirek Riedewald. IEEE Data Engineering Bulletin—DEBull. 2022.

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Thumbnail image for publication titled: Photosensitive accessibility for interactive data visualizations
Photosensitive accessibility for interactive data visualizations

Laura South and Michelle A. Borkin. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2022.

PDF | Preprint | DOI | Supplement | Video Preview | BibTeX

Thumbnail image for publication titled: GenoREC: A recommendation system for interactive genomics data visualization
GenoREC: A recommendation system for interactive genomics data visualization

Aditeya Pandey, Sehi L'Yi, Qianwen Wang, Michelle A. Borkin, and Nils Gehlenborg. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2022.

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Thumbnail image for publication titled: Effect of anthropomorphic glyph design on the accuracy of categorization tasks
Effect of anthropomorphic glyph design on the accuracy of categorization tasks

Aditeya Pandey, Peter Bex, and Michelle A. Borkin. Proc. Extended Abstracts of CHI Conference on Human Factors in Computing Systems—CHI EA. 2022.

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Thumbnail image for publication titled: The worst graph layout algorithm ever
The worst graph layout algorithm ever

Sara Di Bartolomeo, Matěj Lang, and Cody Dunne. Proc. alt.VIS workshop at IEEE VIS—alt.VIS. 2022.

PDF | Preprint | DOI | Supplement | Award | BibTeX | alt.VIS 2022 The Worst (Algorithm) Award!

Thumbnail image for publication titled: DyStopia: Into a potential future of IEEE VIS under Plan S
DyStopia: Into a potential future of IEEE VIS under Plan S

Lonni Besançon and Cody Dunne. Proc. alt.VIS workshop at IEEE VIS—alt.VIS. 2022.

PDF | Preprint | DOI | Supplement | Teaser Observable | Award | BibTeX | alt.VIS 2022 Most Dystopian Award!

Thumbnail image for publication titled: Six methods for transforming layered hypergraphs to apply layered graph layout algorithms
Six methods for transforming layered hypergraphs to apply layered graph layout algorithms

Sara Di Bartolomeo, Alexis Pister, Paolo Buono, Catherine Plaisant, Cody Dunne, and Jean-Daniel Fekete. Computer Graphics Forum—EuroVis/CGF. 2022.

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Thumbnail image for publication titled: Embracing disciplinary diversity in visualization
Embracing disciplinary diversity in visualization

Tatiana Losev, Justin Raynor, Sheelagh Carpendale, and Melanie Tory. IEEE Computer Graphics and Applications—CGA. 2022.

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2021
Thumbnail image for publication titled: Finding their data voice: practices and challenges of dashboard users
Finding their data voice: practices and challenges of dashboard users

Melanie Tory, Lyn Bartram, Brittany Fiore-Gartland, and Anamaria Crisan. IEEE Computer Graphics and Applications—CGA. 2021.

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Thumbnail image for publication titled: Untidy data: the unreasonable effectiveness of tables
Untidy data: the unreasonable effectiveness of tables

Lyn Bartram, Michael Correll, and Melanie Tory. IEEE Transactions on Visualization and Computer Graphics—TVCG. 2021.

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Thumbnail image for publication titled: A survey of domain knowledge elicitation in applied machine learning
A survey of domain knowledge elicitation in applied machine learning

Daniel Kerrigan, Jessica Hullman, and Enrico Bertini. Multimodal Technologies and Interaction. 2021.

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Thumbnail image for publication titled: Detecting and defending against seizure-inducing GIFs in social media
Detecting and defending against seizure-inducing GIFs in social media

Laura South, David Saffo, and Michelle A. Borkin. Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2021.

PDF | Preprint | DOI | Homepage | Supplement | Video Preview | Video Presentation | Preregistration | BibTeX | CHI 2021 Best Paper Honorable Mention!

Thumbnail image for publication titled: VisConnect: distributed event synchronization for collaborative visualization
VisConnect: distributed event synchronization for collaborative visualization

Michail Schwab, David Saffo, Yixuan Zhang, Shash Sinha, Cristina Nita-Rotaru, James Tompkin, Cody Dunne, and Michelle A. Borkin. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2021.

PDF | Preprint | DOI | Homepage | Supplement | Code | Video Presentation | Video Presentation (Archive) | BibTeX

Thumbnail image for publication titled: Grand challenges in immersive analytics
Grand challenges in immersive analytics

Barrett Ens, Benjamin Bach, Maxime Cordeil, Ulrich Engelke, Marcos Serrano, Wesley Willett, Arnaud Prouzeau, Christoph Anthes, Wolfgang Büschel, Cody Dunne, Tim Dwyer, Jens Grubert, Jason H. Haga, Nurit Kirshenbaum, Dylan Kobayashi, Tica Lin, Monsurat Olaosebikan, Fabian Pointecker, David Saffo, Nazmus Saquib, Dieter Schmalstieg, Danielle Albers Szafir, Matt Whitlock, and Yalong Yang. Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2021.

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Thumbnail image for publication titled: Daisen: A framework for visualizing detailed GPU execution
Daisen: A framework for visualizing detailed GPU execution

Yifan Sun, Yixuan Zhang, Ali Mosallaei, Michael D. Shah, Cody Dunne, and David Kaeli. Computer Graphics Forum—EuroVis/CGF. 2021.

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Thumbnail image for publication titled: Visualization in astrophysics: developing new methods, discovering our universe, and educating the earth
Visualization in astrophysics: developing new methods, discovering our universe, and educating the earth

Fangfei Lan, Michael Young, Lauren Anderson, Anders Ynnerman, Alexander Bock, Michelle A. Borkin, Angus G. Forbes, Juna A. Kollmeier, and Bei Wang. Computer Graphics Forum—CGF. 2021.

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2020
Thumbnail image for publication titled: Design study 'lite' methodology: Expediting design studies and enabling the synergy of visualization pedagogy and social good
Design study 'lite' methodology: Expediting design studies and enabling the synergy of visualization pedagogy and social good

Uzma Haque Syeda, Prasanth Murali, Lisa Roe, Becca Berkey, and Michelle A. Borkin. Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2020.

PDF | Preprint | DOI | Homepage | Supplement | Video Preview | Video Presentation | Multiple Views Blog | BibTeX | CHI 2020 Best Paper Award!

Thumbnail image for publication titled: Generating seizure-inducing sequences with interactive visualizations
Generating seizure-inducing sequences with interactive visualizations

Laura South and Michelle A. Borkin. Poster at InfoVis: IEEE Information Visualization—VIS Posters. 2020.

PDF | Preprint | DOI | Supplement | BibTeX | VIS 2020 Best Poster Honorable Mention!

Thumbnail image for publication titled: Ethical considerations of photosensitive epilepsy in mixed reality
Ethical considerations of photosensitive epilepsy in mixed reality

Laura South and Michelle A. Borkin. Proc. Workshop on Exploring Potentially Abusive Ethical, Social and Political Implications of Mixed Reality Research in HCI. 2020.

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Thumbnail image for publication titled: DebateVis: Visualizing political debates for non-expert users
DebateVis: Visualizing political debates for non-expert users

Laura South, Michail Schwab, Nick Beauchamp, Lu Wang, John Wihbey, and Michelle A. Borkin. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2020.

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Thumbnail image for publication titled: Two dimensions for organizing immersive analytics: toward a taxonomy for facet and position
Two dimensions for organizing immersive analytics: toward a taxonomy for facet and position

David Saffo, Sara Di Bartolomeo, Caglar Yildirim, and Cody Dunne. Proc. 4th Workshop on Immersive Analytics: Envisioning Future Productivity for Immersive Analytics—IA Workshop. 2020.

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Thumbnail image for publication titled: QueryVis: Logic-based diagrams help users understand complicated SQL queries faster
QueryVis: Logic-based diagrams help users understand complicated SQL queries faster

Aristotelis Leventidis, Jiahui Zhang, Cody Dunne, Wolfgang Gatterbauer, H. V. Jagadish, and Mirek Riedewald. Proc. ACM SIGMOD International Conference on Management of Data—SIGMOD. 2020.

PDF | Preprint | DOI | Homepage | Supplement | Preregistration | Code | Software (Archive) | Award | Reproducibility Report | Video Presentation | University News | BibTeX | SIGMOD 2021 Most Reproducible Paper Award!

Thumbnail image for publication titled: Loch Prospector: Metadata visualization for lakes of open data
Loch Prospector: Metadata visualization for lakes of open data

Neha Makhija, Mansi Jain, Nikolaos Tziavelis, Laura Di Rocco, Sara Di Bartolomeo, and Cody Dunne. Proc. IEEE Visualization Conference—VIS. 2020.

PDF | Preprint | DOI | Homepage | Supplement | Code | Video Preview | Video Presentation | BibTeX

Thumbnail image for publication titled: Information visualization for diabetes management: A literature review
Information visualization for diabetes management: A literature review

Yixuan Zhang, Andrea G. Parker, and Cody Dunne. Proc. 14th EAI International Conference on Pervasive Computing Technologies for Healthcare—PervasiveHealth. 2020.

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Thumbnail image for publication titled: Crowdsourcing virtual reality experiments using VRChat
Crowdsourcing virtual reality experiments using VRChat

David Saffo, Sara Di Bartolomeo, Caglar Yildirim, and Cody Dunne. Proc. CHI Conference on Human Factors in Computing Systems Late-Breaking Work—CHI LBW. 2020.

PDF | Preprint | DOI | Supplement | Code | Study Demo Video | BibTeX

2019
Thumbnail image for publication titled: CerebroVis: designing an abstract yet spatially contextualized cerebral arteries network visualization
CerebroVis: designing an abstract yet spatially contextualized cerebral arteries network visualization

Aditeya Pandey, Harsh Shukla, Geoffrey S. Young, Lei Qin, Amir A. Zamani, Liangge Hsu, Raymond Huang, Cody Dunne, and Michelle A. Borkin. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2019.

PDF | Preprint | DOI | Homepage | Supplement | Code | Demo | Video Preview | Demo Video | Demo Video (Archive) | BibTeX

Thumbnail image for publication titled: Easypz.js: Interaction binding for pan and zoom visualizations
Easypz.js: Interaction binding for pan and zoom visualizations

Michail Schwab, James Tompkin, Jeff Huang, and Michelle A. Borkin. Proc. IEEE Visualization Conference—VIS. 2019.

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Thumbnail image for publication titled: Evaluating pan and zoom timelines and sliders
Evaluating pan and zoom timelines and sliders

Michail Schwab, Sicheng Hao, Olga Vitek, James Tompkin, Jeff Huang, and Michelle A. Borkin. Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2019.

PDF | DOI | Homepage | Preview video | BibTeX

2018
Thumbnail image for publication titled: Close and distant reading via named entity network visualization: A case study of Women Writers Online
Close and distant reading via named entity network visualization: A case study of Women Writers Online

Sarah Campbell, Zheng-yan Yu, Sarah Connell, and Cody Dunne. Proc. 3rd Workshop on Visualization for the Digital Humanities—VIS4DH. 2018.

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Thumbnail image for publication titled: CerebroVis: Topology and constraint-based network layout for the visualization of cerebrovascular arteries
CerebroVis: Topology and constraint-based network layout for the visualization of cerebrovascular arteries

Aditeya Pandey, Harsh Shukla, Geoffrey S. Young, Lei Qin, Cody Dunne, and Michelle A. Borkin. Poster at InfoVis: IEEE Information Visualization—VIS Posters. 2018.

Homepage | Code | Video Preview | BibTeX | VIS 2018 Best Poster!

2017
Thumbnail image for publication titled: Analyzing student travel patterns with augmented data visualizations
Analyzing student travel patterns with augmented data visualizations

Carl Skelton, Manpreet Kaur Juneja, Cody Dunne, Jeremy Bowes, Steve Szigeti, Minsheng Zheng, Marcus Gordon, and Sara Diamond. Proc. ACM Conference Companion Publication on Designing Interactive Systems—DIS. 2017.

DOI | BibTeX

Thumbnail image for publication titled: BubbleView: An alternative to eye-tracking for crowdsourcing image importance
BubbleView: An alternative to eye-tracking for crowdsourcing image importance

Nam Wook Kim, Zoya Bylinskii, Michelle A. Borkin, Krzysztof Z. Gajos, Aude Oliva, Fredo Durand, and Hanspeter Pfister. ACM Transactions on Computer-Human Interaction—TOCHI. 2017.

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2016
Thumbnail image for publication titled: Quantitative, qualitative, and historical urban data visualization tools for professionals and stakeholders
Quantitative, qualitative, and historical urban data visualization tools for professionals and stakeholders

Cody Dunne, Carl Skelton, Sara Diamond, Isabel Meirelles, and Mauro Martino. Proc. Distributed, Ambient and Pervasive Interactions, Held as Part of HCI International—DAPI. 2016.

DOI | BibTeX

2015
Thumbnail image for publication titled: Eye fixation metrics for large scale evaluation and comparison of information visualizations
Eye fixation metrics for large scale evaluation and comparison of information visualizations

Zoya Bylinskii, Michelle A. Borkin, Nam Wook Kim, Hanspeter Pfister, and Aude Oliva. Workshop on Eye Tracking and Visualization—ETVIS. 2015.

PDF | DOI | Homepage | BibTeX


Khoury Vis Lab — Northeastern University
* West Village H, Room 302, 440 Huntington Ave, Boston, MA 02115, USA
* 100 Fore Street, Portland, ME 04101, USA
* Carnegie Hall, 201, 5000 MacArthur Blvd, Oakland, CA 94613, USA