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UW Interactive Data Lab
Papers
2022
Causal Support: Modeling Causal Inferences with Visualizations
Alex Kale, Yifan Wu, Jessica Hullman
IEEE Trans. Visualization & Comp. Graphics (Proc. VIS), 2022
PDF | Supplement | Preregistration (1) | Preregistration (2) | Best Paper Honorable Mention
An Evaluation-Focused Framework for Visualization Recommendation Algorithms
Zehua Zang, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle
IEEE Trans. Visualization & Comp. Graphics (Proc. VIS), 2022
PDF | Supplement | Video | Best Paper Honorable Mention
2021
Gemini^2: Generating Keyframe-Oriented Animated Transitions Between Statistical Graphics
Younghoon Kim, Jeffrey Heer
IEEE VIS Short Papers, 2021
PDF | Software
Fast & Accurate Gaussian Kernel Density Estimation
Jeffrey Heer
IEEE VIS Short Papers, 2021
PDF | Software | Benchmarks
Idyll Studio: A Structured Editor for Authoring Interactive & Data-Driven Articles
Matt Conlen, Megan Vo, Alan Tan, Jeffrey Heer
ACM User Interface Software & Technology (UIST), 2021
PDF | Software
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
Tongshuang (Sherry) Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld
Proc. Association for Computational Linguistics (ACL), 2021
PDF | Software | Video
Does the Whole Exceed its Parts? The Efect of AI Explanations on Complementary Team Performance
Gagan Bansal, Tongshuang (Sherry) Wu, Joyce Zhou, Raymond Fok, Besmira Nushi, Ece Kamar, Marco Tulio Ribeiro, Daniel S. Weld
ACM Human Factors in Computing Systems (CHI), 2021
PDF | Supplement | Video
Boba: Authoring and Visualizing Multiverse Analyses
Yang Liu, Alex Kale, Tim Althoff, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. VAST), 2021
PDF | Supplement | Software
Gemini: A Grammar and Recommender System for Animated Transitions in Statistical Graphics
Younghoon Kim, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. VIS), 2021
PDF | Supplement | Software
Visual Reasoning Strategies for Effect Size Judgments and Decisions
Alex Kale, Matthew Kay, Jessica Hullman
IEEE Trans. Visualization & Comp. Graphics (Proc. VIS), 2021
PDF | Supplement | Best Paper Award
2020
Fast and Flexible Overlap Detection for Chart Labeling with Occupancy Bitmap
Chanwut Kittivorawang, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer
IEEE VIS Short Papers, 2020
PDF | Software
Urban Accessibility as a Socio-Political Problem: A Multi-Stakeholder Analysis
Manaswi Saha, Devanshi Chauhan, Siddhant Patil, Rachel Kangas, Jeffrey Heer, Jon E. Froehlich
ACM Computer-Supported Cooperative Work (CSCW), 2020
PDF
Communicating with Interactive Articles
Fred Hohman, Matt Conlen, Jeffrey Heer, Duen Horng (Polo) Chau
Distill, 2020
Journal
Beyond Accuracy: Behavioral Testing of NLP Models with CheckList
Marco Tulio Ribeiro, Tongshuang (Sherry) Wu, Carlos Guestrin, Sameer Singh
Proc. Association for Computational Linguistics (ACL), 2020
PDF | Software | Best Paper Award
Techniques for Flexible Responsive Visualization Design
Jane Hoffswell, Wilmot Li, Zhicheng Liu
ACM Human Factors in Computing Systems (CHI), 2020
PDF | Video | Supplement | Best Paper Award
Paths Explored, Paths Omitted, Paths Obscured: Decision Points & Selective Reporting in End-to-End Data Analysis
Yang Liu, Tim Althoff, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), 2020
PDF | Supplement
Dziban: Balancing Agency & Automation in Visualization Design via Anchored Recommendations
Halden Lin, Dominik Moritz, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), 2020
PDF | Software
Tempura: Query Analysis with Structural Templates
Tongshuang (Sherry) Wu, Kanit Wongsuphasawat, Donghao Ren, Kayur Patel, Chris DuBois
ACM Human Factors in Computing Systems (CHI), 2020
PDF | Video
No Explainability without Accountability: An Empirical Study of Explanations and Feedback in Interactive ML
Alison Smith-Renner, Ron Fan, Melissa Birchfield, Tongshuang (Sherry) Wu, Jordan Boyd-Graber, Daniel S. Weld, Leah Findlater
ACM Human Factors in Computing Systems (CHI), 2020
PDF
iSeqL: Interactive Sequence Learning
Akshat Shrivastava, Jeffrey Heer
Intelligent User Interfaces, 2020
PDF | Appendix | Software
Critical Reflections on Visualization Authoring Systems
Arvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John Stasko, John R. Thompson, Matthew Brehmer, Zhicheng Liu
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2020
PDF
2019
Similarity in Transgender and Cisgender Children’s Gender Development
Selin Gülgöz, Jessica J. Glazier, Elizabeth A. Enright, Daniel J. Alonso, Lily J. Durwood, Anne A. Fast, Riley Lowe, Chonghui Ji, Jeffrey Heer, Carol Lynn Martin, Kristina R. Olson
Proceedings of the National Academy of Sciences, 116(49), pp. 24480-24485, 2019
PDF | Journal | Data
Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study
Kanit Wongsuphasawat, Yang Liu, Jeffrey Heer
arXiv, 2019
PDF | Preprint
Errudite: Scalable, Reproducible, and Testable Error Analysis
Tongshuang (Sherry) Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld
Proc. Association for Computational Linguistics (ACL), 2019
PDF | Code | Video
Local Decision Pitfalls in Interactive Machine Learning: An Investigation into Feature Selection in Sentiment Analysis
Tongshuang (Sherry) Wu, Daniel S. Weld, Jeffrey Heer
ACM Trans. on Computer-Human Interaction, 26(4), 2019
PDF
Capture & Analysis of Active Reading Behaviors for Interactive Articles on the Web
Matt Conlen, Alex Kale, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 2019
PDF | Data | Code
Designing Animated Transitions to Convey Aggregate Operations
Younghoon Kim, Michael Correll, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 2019
PDF | Data
Color Names Across Languages: Salient Colors and Term Translation in Multilingual Color Naming Models
Younghoon Kim, Kyle Thayer, Gabriella Silva Gorsky, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 2019
PDF | Data
Latent Space Cartography: Visual Analysis of Vector Space Embeddings
Yang Liu, Eunice Jun, Qisheng Li, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 2019
PDF | Supplement | Software | Video
Characterizing Exploratory Visual Analysis: A Literature Review and Evaluation of Analytic Provenance in Tableau
Leilani Battle, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 2019
PDF | Data
A Bayesian Cognition Approach to Improve Data Visualization
Yea-Seul Kim, Logan Walls, Peter Krafft, Jessica Hullman
ACM Human Factors in Computing Systems (CHI), 2019
PDF
Vocal Shortcuts for Creative Experts
Yea-Seul Kim, Mira Dontcheva, Eytan Adar, Jessica Hullman
ACM Human Factors in Computing Systems (CHI), 2019
PDF
Decision-Making Under Uncertainty in Research Synthesis: Designing for the Garden of Forking Paths
Alex Kale, Matthew Kay, Jessica Hullman
ACM Human Factors in Computing Systems (CHI), 2019
PDF | Supplement
Interactive Repair of Tables Extracted from PDF Documents on Mobile Devices
Jane Hoffswell, Zhicheng Liu
ACM Human Factors in Computing Systems (CHI), 2019
PDF
Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations
Dominik Moritz, Bill Howe, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), 2019
PDF | Software
Agency plus Automation: Designing Artificial Intelligence into Interactive Systems
Jeffrey Heer
Proceedings of the National Academy of Sciences, 116(6), pp. 1844-1850, 2019
PDF | Journal
Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco
Dominik Moritz, Chenglong Wang, Gregory Nelson, Halden Lin, Adam M. Smith, Bill Howe, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2019
PDF | Software | Best Paper Award
Hypothetical Outcome Plots Help Untrained Observers Judge Trends in Ambiguous Data
Alex Kale, Francis Nguyen, Matthew Kay, Jessica Hullman
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2019
PDF | Data
In Pursuit of Error: A Survey of Uncertainty Visualization Evaluation
Jessica Hullman, Xiaoli Qiao, Michael Correll, Alex Kale, Matthew Kay
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2019
PDF
2018
Altair: Interactive Statistical Visualizations for Python
Jacob VanderPlas, Brian E. Granger, Jeffrey Heer, Dominik Moritz, Kanit Wongsuphasawat, Arvind Satyanarayan, Eitan Lees, Ilia Timofeev, Ben Welsh, Scott Sievert
The Journal of Open Source Software, 3(32), 2018
PDF | Journal | Software
Idyll: A Markup Language for Authoring and Publishing Interactive Articles on the Web
Matt Conlen, Jeffrey Heer
ACM User Interface Software & Technology (UIST), 2018
PDF | Software | Talk Video
Visualizing a Million Time Series with the Density Line Chart
Dominik Moritz, Danyel Fisher
arXiv, 2018
PDF | Preprint
Assessing Effects of Task and Data Distribution on the Effectiveness of Visual Encodings
Younghoon Kim, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 2018
PDF | Data
SetCoLa: High-Level Constraints for Graph Layout
Jane Hoffswell, Alan Borning, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 2018
PDF | Appendix | Software
Improving Comprehension of Measurements Using Concrete Re-expression Strategies
Jessica Hullman, Yea-Seul Kim, Francis Nguyen, Lauren Speers, Maneesh Agrawala
ACM Human Factors in Computing Systems (CHI), 2018
PDF
Uncertainty Displays Using Quantile Dotplots or CDFs Improve Transit Decision-Making
Michael Fernandes, Logan Walls, Sean Munson, Jessica Hullman, Matthew Kay
ACM Human Factors in Computing Systems (CHI), 2018
PDF | Best Paper Honorable Mention
Somewhere Over the Rainbow: An Empirical Assessment of Quantitative Colormaps
Yang Liu, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), 2018
PDF | Data
Augmenting Code with In Situ Visualizations to Aid Program Understanding
Jane Hoffswell, Arvind Satyanarayan, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), 2018
PDF
Value-Suppressing Uncertainty Palettes
Michael Correll, Dominik Moritz, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), 2018
PDF | Data
Towards Design Principles for Visual Analytics in Operations Contexts
Matt Conlen, Sara Stalla, Chelly Jin, Maggie Hendrie, Hillary Muskin, Santiago Lombeyda, Scott Davidoff
ACM Human Factors in Computing Systems (CHI), 2018
PDF
Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow
Kanit Wongsuphasawat, Daniel Smilkov, James Wexler, Jimbo Wilson, Dandelion Mané, Doug Fritz, Dilip Krishnan, Fernanda B. Viégas, Martin Wattenberg
IEEE Trans. Visualization & Comp. Graphics (Proc. VAST), 2018
PDF | Video | Best Paper Award
Keeping Multiple Views Consistent: Constraints, Validations, and Exceptions in Visualization Authoring
Zening Qu, Jessica Hullman
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2018
PDF | Best Paper Honorable Mention
Data Through Others' Eyes: The Impact of Visualizing Others' Expectations on Visualization Interpretation
Yea-Seul Kim, Katharina Reinecke, Jessica Hullman
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2018
PDF
Imagining Replications: Graphical Prediction & Discrete Visualizations Improve Recall & Estimation of Effect Uncertainty
Jessica Hullman, Matthew Kay, Yea-Seul Kim, Samana Shrestha
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2018
PDF
Extracting and Retargeting Color Mappings from Bitmap Images of Visualizations
Jorge Poco, Angela Mayhua, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2018
PDF
2017
Black Hat Visualization
Michael Correll, Jeffrey Heer
Workshop on Dealing with Cognitive Biases in Visualisations (DECISIVe), IEEE VIS, 2017
PDF
Reverse-Engineering Visualizations: Recovering Visual Encodings from Chart Images
Jorge Poco, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 2017
PDF | Appendix | Software
Finding a Clear Path: Structuring Strategies for Visualization Sequences
Jessica Hullman, Robert Kosara, Heidi Lam
Computer Graphics Forum (Proc. EuroVis), 2017
PDF
Voyager 2: Augmenting Visual Analysis with Partial View Specifications
Kanit Wongsuphasawat, Zening Qu, Dominik Moritz, Riley Chang, Felix Ouk, Anushka Anand, Jock Mackinlay, Bill Howe, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), 2017
PDF | Video
GraphScape: A Model for Automated Reasoning about Visualization Similarity and Sequencing
Younghoon Kim, Kanit Wongsuphasawat, Jessica Hullman, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), 2017
PDF | Software | Supplement | Best Paper Honorable Mention
Explaining the Gap: Visualizing One's Predictions Improves Recall and Comprehension of Data
Yea-Seul Kim, Katharina Reinecke, Jessica Hullman
ACM Human Factors in Computing Systems (CHI), 2017
PDF | Best Paper Award
Regression by Eye: Estimating Trends in Bivariate Visualizations
Michael Correll, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), 2017
PDF | Data
Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data
Dominik Moritz, Danyel Fisher, Bolin Ding, Chi Wang
ACM Human Factors in Computing Systems (CHI), 2017
PDF | Video Preview
Supporting Patient-Provider Collaboration to Identify Individual Triggers using Food and Symptom Journals
Jessica Schroeder, Jane Hoffswell, Chia-Fang Chung, James Fogarty, Sean Munson, Jasmine Zia
ACM Computer-Supported Cooperative Work (CSCW), 2017
PDF
Vega-Lite: A Grammar of Interactive Graphics
Arvind Satyanarayan, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2017
PDF | Video | Software | Best Paper Award
Surprise! Bayesian Weighting for De-Biasing Thematic Maps
Michael Correll, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2017
PDF | Software
2016
SimpleScience: Lexical Simplification of Scientific Terminology
Yea-Seul Kim, Jessica Hullman, Matthew Burgess, Eytan Adar
Empirical Methods in Natural Language Processing, 2016
PDF | Data and Supplement
Towards A General-Purpose Query Language for Visualization Recommendation
Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock Mackinlay, Bill Howe, Jeffrey Heer
ACM SIGMOD Human-in-the-Loop Data Analysis (HILDA), 2016
PDF | Software
Visual Debugging Techniques for Reactive Data Visualization
Jane Hoffswell, Arvind Satyanarayan, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 2016
PDF
Snap Decisions? How Users, Content, and Aesthetics Interact to Shape Photo Sharing Behaviors
Sanjay Kairam, Jofish Kaye, John Guerra-Gomez, David A. Shamma
ACM Human Factors in Computing Systems (CHI), 2016
PDF
Generating Personalized Spatial Analogies for Distances and Areas
Yea-Seul Kim, Jessica Hullman, Maneesh Agrawala
ACM Human Factors in Computing Systems (CHI), 2016
PDF | Supplement
When(ish) is My Bus? User-centered Visualizations of Uncertainty in Everyday, Mobile Predictive Systems
Matthew Kay, Tara Kola, Jessica Hullman, Sean Munson
ACM Human Factors in Computing Systems (CHI), 2016
PDF | Supplement
Parting Crowds: Characterizing Divergent Interpretations in Crowdsourced Annotation Tasks
Sanjay Kairam, Jeffrey Heer
ACM Computer-Supported Cooperative Work (CSCW), 2016
PDF
Elevating the Status of Code in Ecology
K. Allison Smith, Jeffrey Heer, Ethan P. White
Trends in Ecology & Evolution, 31(1), pp. 4-7, 2016
Journal
Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations
Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock Mackinlay, Bill Howe, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2016
PDF | Video | Software | Application
Beyond Weber's Law: A Second Look at Ranking Visualizations of Correlation
Matthew Kay, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2016
PDF | Software | Best Paper Honorable Mention
Reactive Vega: A Streaming Dataflow Architecture for Declarative Interactive Visualization
Arvind Satyanarayan, Ryan Russell, Jane Hoffswell, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2016
PDF | Software
2015
Hypothetical Outcome Plots Outperform Error Bars and Violin Plots for Inferences About Reliability of Variable Ordering
Jessica Hullman, Paul Resnick, Eytan Adar
PLOS ONE, 10(11), 2015
PDF | Journal
The VERP Explorer: A Tool for Exploring Eye Movements of Visual-Cognitive Tasks Using Recurrence Plots
Çağatay Demiralp, Jesse Cirimele, Jeffrey Heer, Stuart K. Card
Workshop on Eye Tracking and Visualization (ETVIS), 2015
PDF | Software
A Demonstration of the BigDAWG Polystore System
Aaron Elmore, Jennie Duggan, Michael Stonebraker, Magdalena Balazinska, Ugur Cetintemel, Vijay Gadepally, Jeffrey Heer, Bill Howe, Jeremy Kepner, Tim Kraska, Samuel Madden, David Maier, Timothy Mattson, Stavros Papadopoulos, Jeff Parkhurst, Nesime Tatbul, Manasi Vartak, Stan Zdonik
Proc. Very Large Database Endowment (PVLDB), 8(12), 2015
PDF
Natural Language Translation at the Intersection of AI and HCI
Spence Green, Jeffrey Heer, Christopher D. Manning
Communications of the ACM, 58(9), pp. 46-53, 2015
Journal | ACM Queue
Perfopticon: Visual Query Analysis for Distributed Databases
Dominik Moritz, Daniel Halperin, Bill Howe, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 34(3), 2015
PDF | Video
Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing
Sanjay Kairam, Nathalie Henry Riche, Steven Drucker, Roland Fernandez, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 34(3), 2015
PDF
TopicCheck: Interactive Alignment for Assessing Topic Model Stability
Jason Chuang, Margaret E. Roberts, Brandon M. Stewart, Rebecca Weiss, Dustin Tingley, Justin Grimmer, Jeffrey Heer
NAACL-HLT, 2015
PDF
Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery
Diana MacLean, Sonal Gupta, Anna Lembke, Christopher D. Manning, Jeffrey Heer
ACM Computer-Supported Cooperative Work (CSCW), 2015
PDF | Best Paper Honorable Mention
Content, Context, and Critique: Commenting on a Data Visualization Blog
Jessica Hullman, Nicholas Diakopoulos, Elaheh Momeni Roochi, Eytan Adar
ACM Computer-Supported Cooperative Work (CSCW), 2015
PDF
Predictive Interaction for Data Transformation
Jeffrey Heer, Joseph Hellerstein, Sean Kandel
Conference on Innovative Data Systems Research (CIDR), 2015
PDF
2014
Learning Perceptual Kernels for Visualization Design
Çağatay Demiralp, Michael Bernstein, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2014
PDF | Supplement | Software
The Effects of Interactive Latency on Exploratory Visual Analysis
Zhicheng Liu, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2014
PDF
Human Effort and Machine Learnability in Computer Aided Translation
Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, Sebastian Schuster, Christopher D. Manning
Empirical Methods in Natural Language Processing, 2014
PDF
Declarative Interaction Design for Data Visualization
Arvind Satyanarayan, Kanit Wongsuphasawat, Jeffrey Heer
ACM User Interface Software & Technology (UIST), 2014
PDF | Supplement | Video
Predictive Translation Memory: A Mixed-Initiative System for Human Language Translation
Spence Green, Jason Chuang, Jeffrey Heer, Christopher D. Manning
ACM User Interface Software & Technology (UIST), 2014
PDF | Video
Induced Lexico-syntactic Patterns Improve Information Extraction from Online Medical Forums
Sonal Gupta, Diana MacLean, Jeffrey Heer, Christopher D. Manning
J Am Med Inform Assoc, 2014
Journal
Lyra: An Interactive Visualization Design Environment
Arvind Satyanarayan, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 2014
PDF | Supplement | Application | Software | Video
Authoring Narrative Visualizations with Ellipsis
Arvind Satyanarayan, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 2014
PDF | Supplement | Application | Software | Video
BodyDiagrams: Improving Communication of Pain Symptoms through Drawing
Amy Jang, Diana MacLean, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), 2014
PDF | Video
Orion: A System for Modeling, Transformation and Visualization of Multidimensional Heterogeneous Networks
Jeffrey Heer, Adam Perer
Information Visualization Journal, 13(2), pp. 111-133, 2014
PDF
Visual Embedding: A Model for Visualization
Çağatay Demiralp, Carlos Scheidegger, Gordon Kindlmann, David Laidlaw, Jeffrey Heer
Computer Graphics and Applications, 2014
PDF | Software
2013
invis: Exploring High-Dimensional RNA Sequences from In Vitro Selection
Çağatay Demiralp, Eric Hayden, Jeff Hammerbacher, Jeffrey Heer
IEEE Biological Data Visualization (BioVis), 2013
PDF | Software | Video
Differentiating Language Usage through Topic Models
Daniel A. McFarland, Daniel Ramage, Jason Chuang, Jeffrey Heer, Christopher D. Manning
Poetics, 2013
Journal
Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment
Jason Chuang, Sonal Gupta, Christopher D. Manning, Jeffrey Heer
International Conference on Machine Learning (ICML), 2013
PDF | Supplement
Towards Supporting Search over Trending Events with Social Media
Sanjay Kairam, Meredith Ringel Morris, Jaime Teevan, Dan Liebling, Susan Dumais
International Conference on Weblogs and Social Media (ICWSM), 2013
PDF | Best Paper Honorable Mention
imMens: Real-time Visual Querying of Big Data
Zhicheng Liu, Biye Jiang, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 32(3), 2013
PDF | Software | Video
Selecting Semantically-Resonant Colors for Data Visualization
Sharon Lin, Julie Fortuna, Chinmay Kulkarni, Maureen Stone, Jeffrey Heer
Computer Graphics Forum (Proc. EuroVis), 2013
PDF | Best Paper Award
Identifying Medical Terms in Patient-Authored Text: A Crowdsourcing-based Approach
Diana MacLean, Jeffrey Heer
J Am Med Inform Assoc, 2013
PDF | Journal | Software
A Knowledge Tracing Model of Learning from a Social Tagging System
Peter Pirolli, Sanjay Kairam
User Modeling and User-Adapted Interaction (UMUAI), 23(2), pp. 139-168, 2013
PDF
Colony Life History and Lifetime Reproductive Success of Red Harvester Ant Colonies
Krista K. Ingram, Anna Pilko, Jeffrey Heer, Deborah M. Gordon
Journal of Animal Ecology, 2013
Journal
The Efficacy of Human Post-Editing for Language Translation
Spence Green, Jeffrey Heer, Christopher D. Manning
ACM Human Factors in Computing Systems (CHI), 2013
PDF | Best Paper Award
Webzeitgeist: Design Mining the Web
Ranjitha Kumar, Arvind Satyanarayan, Cesar Torres, Maxine Lim, Salman Ahmad, Scott R. Klemmer, Jerry O. Talton
ACM Human Factors in Computing Systems (CHI), 2013
PDF | Best Paper Award
2012
"Without the Clutter of Unimportant Words": Descriptive Keyphrases for Text Visualization
Jason Chuang, Christopher D. Manning, Jeffrey Heer
ACM Trans. on Computer-Human Interaction, 19(3), pp. 1-29, 2012
PDF
Enterprise Data Analysis and Visualization: An Interview Study
Sean Kandel, Andreas Paepcke, Joseph Hellerstein, Jeffrey Heer
IEEE Visual Analytics Science & Technology (VAST), 2012
PDF | Best Paper Honorable Mention
Termite: Visualization Techniques for Assessing Textual Topic Models
Jason Chuang, Christopher D. Manning, Jeffrey Heer
Advanced Visual Interfaces, 2012
PDF | Website | Software
Profiler: Integrated Statistical Analysis and Visualization for Data Quality Assessment
Sean Kandel, Ravi Parikh, Andreas Paepcke, Joseph Hellerstein, Jeffrey Heer
Advanced Visual Interfaces, 2012
PDF | Software
GraphPrism: Compact Visualization of Network Structure
Sanjay Kairam, Diana MacLean, Manolis Savva, Jeffrey Heer
Advanced Visual Interfaces, 2012
PDF
Interactive Dynamics for Visual Analysis
Jeffrey Heer, Ben Shneiderman
Communications of the ACM, 55(4), pp. 45-54, 2012
PDF
The Life and Death of Online Groups: Predicting Group Growth and Longevity
Sanjay Kairam, Dan J. Wang, Jure Leskovec
ACM Web Search and Data Mining (WSDM), 2012
PDF
Strategies for Crowdsourcing Social Data Analysis
Wesley Willett, Jeffrey Heer, Maneesh Agrawala
ACM Human Factors in Computing Systems (CHI), 2012
PDF | Video
Color Naming Models for Color Selection, Image Editing and Palette Design
Jeffrey Heer, Maureen Stone
ACM Human Factors in Computing Systems (CHI), 2012
PDF | Website | Software
Interpretation and Trust: Designing Model-Driven Visualizations for Text Analysis
Jason Chuang, Daniel Ramage, Christopher D. Manning, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), 2012
PDF | Website
Balancing Exertion Experiences
Florian Mueller, Frank Vetere, Martin Gibbs, Darren Edge, Stefan Agamanolis, Jennifer Sheridan, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), 2012
PDF | Best Paper Nominee
Talking in Circles: Selective Sharing in Google+
Sanjay Kairam, Michael J. Brzozowski, David Huffaker, Ed H. Chi
ACM Human Factors in Computing Systems (CHI), 2012
PDF
2011
Research Directions in Data Wrangling: Visualizations and Transformations for Usable and Credible Data
Sean Kandel, Jeffrey Heer, Catherine Plaisant, Jessie Kennedy, Frank van Ham, Nathalie Henry Riche, Chris Weaver, Bongshin Lee, Dominique Brodbeck, Paolo Buono
Information Visualization Journal, 10(4), pp. 271-288, 2011
PDF
D3: Data-Driven Documents
Michael Bostock, Vadim Ogievetsky, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2011
PDF | Software | Video
Divided Edge Bundling for Directional Network Data
David Selassie, Brandon Heller, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2011
PDF | Software
Orion: A System for Modeling, Transformation and Visualization of Multidimensional Heterogeneous Networks
Jeffrey Heer, Adam Perer
IEEE Visual Analytics Science & Technology (VAST), 2011
PDF
ReVision: Automated Classification, Analysis and Redesign of Chart Images
Manolis Savva, Nicholas Kong, Arti Chhajta, Li Fei-Fei, Maneesh Agrawala, Jeffrey Heer
ACM User Interface Software & Technology (UIST), 2011
PDF | Image Corpus | Notable Paper Award
Proactive Wrangling: Mixed-Initiative End-User Programming of Data Transformation Scripts
Philip J. Guo, Sean Kandel, Joseph Hellerstein, Jeffrey Heer
ACM User Interface Software & Technology (UIST), 2011
PDF | Website
Peripheral Paced Respiration: Influencing User Physiology during Information Work
Neema Moraveji, Ben Olson, Truc Nguyen, Mahmoud Saadat, Yaser Khalighi, Roy Pea, Jeffrey Heer
ACM User Interface Software & Technology (UIST), 2011
PDF
MUSE: Reviving Memories Using Email Archives
Sudheendra Hangal, Monica S. Lam, Jeffrey Heer
ACM User Interface Software & Technology (UIST), 2011
PDF | Application
An Algorithm and Analysis of Social Topologies from Email and Photo Tags
T. J. Purtell, Diana MacLean, Seng Keat Teh, Sudheendra Hangal, Monica S. Lam, Jeffrey Heer
Workshop on Social Network Mining & Analysis, ACM KDD, 2011
PDF | Application | Software
Visualizing Collaboration and Influence in the Open-Source Software Community
Brandon Heller, Eli Marschner, Evan Rosenfeld, Jeffrey Heer
Mining Software Repositories, pp. 223-226, 2011
PDF | Website
Wrangler: Interactive Visual Specification of Data Transformation Scripts
Sean Kandel, Andreas Paepcke, Joseph Hellerstein, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), 2011
PDF | Video | Website
CommentSpace: Structured Support for Collaborative Visual Analysis
Wesley Willett, Jeffrey Heer, Joseph Hellerstein, Maneesh Agrawala
ACM Human Factors in Computing Systems (CHI), 2011
PDF | Video | Website | Best Paper Nominee
Groups Without Tears: Mining Social Topologies from Email
Diana MacLean, Sudheendra Hangal, Seng Keat Teh, Monica S. Lam, Jeffrey Heer
Intelligent User Interfaces, 2011
PDF | Website
2010
Declarative Language Design for Interactive Visualization
Jeffrey Heer, Michael Bostock
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2010
PDF | Best Paper Honorable Mention
Narrative Visualization: Telling Stories with Data
Edward Segel, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2010
PDF
Perceptual Guidelines for Creating Rectangular Treemaps
Nicholas Kong, Jeffrey Heer, Maneesh Agrawala
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2010
PDF | Best Paper Honorable Mention
All Friends are not Equal: Using Weights in Social Graphs to Improve Search
Sudheendra Hangal, Diana MacLean, Monica S. Lam, Jeffrey Heer
Workshop on Social Network Mining & Analysis, ACM KDD, 2010
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A Tour through the Visualization Zoo
Jeffrey Heer, Michael Bostock, Vadim Ogievetsky
Communications of the ACM, 53(6), pp. 59-67, 2010
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Tracing Genealogical Data with TimeNets
Nam Wook Kim, Stuart K. Card, Jeffrey Heer
Advanced Visual Interfaces, pp. 241-248, 2010
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Crowdsourcing Graphical Perception: Using Mechanical Turk to Assess Visualization Design
Jeffrey Heer, Michael Bostock
ACM Human Factors in Computing Systems (CHI), pp. 203-212, 2010
PDF | Best Paper Nominee
2009
Protovis: A Graphical Toolkit for Visualization
Michael Bostock, Jeffrey Heer
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2009
PDF | Website
Topic Modeling for the Social Sciences
Daniel Ramage, Evan Rosen, Jason Chuang, Christopher D. Manning, Daniel A. McFarland
Workshop on Applications for Topic Models, NIPS, 2009
PDF | Software
The Design of Sense.us
Jeffrey Heer
Beautiful Data, 2009
Website
Sizing the Horizon: The Effects of Chart Size and Layering on the Graphical Perception of Time Series Visualizations
Jeffrey Heer, Nicholas Kong, Maneesh Agrawala
ACM Human Factors in Computing Systems (CHI), 2009
PDF | Best Paper Award
Voyagers and Voyeurs: Supporting Asynchronous Collaborative Visualization
Jeffrey Heer, Fernanda B. Viégas, Martin Wattenberg
Communications of the ACM, 52(1), pp. 87-97, 2009
PDF | Video
2008
A Probabilistic Model of the Categorical Association between Colors
Jason Chuang, Maureen Stone, Pat Hanrahan
Color Imaging Conference, pp. 6-11, 2008
PDF | Presentation
Graphical Histories for Visualization: Supporting Analysis, Communication, and Evaluation
Jeffrey Heer, Jock Mackinlay, Chris Stolte, Maneesh Agrawala
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 14(6), pp. 1189-1196, 2008
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Generalized Selection via Interactive Query Relaxation
Jeffrey Heer, Maneesh Agrawala, Wesley Willett
ACM Human Factors in Computing Systems (CHI), pp. 959-968, 2008
PDF | Video
Design Considerations for Collaborative Visual Analytics
Jeffrey Heer, Maneesh Agrawala
Information Visualization Journal, 7(1), pp. 49-62, 2008
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2007
Animated Transitions in Statistical Data Graphics
Jeffrey Heer, George Robertson
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 13(6), pp. 1240-1247, 2007
PDF | Video
Scented Widgets: Improving Navigation Cues with Embedded Visualizations
Wesley Willett, Jeffrey Heer, Maneesh Agrawala
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 13(6), pp. 1129-1136, 2007
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Design Considerations for Collaborative Visual Analytics
Jeffrey Heer, Maneesh Agrawala
IEEE Visual Analytics Science & Technology (VAST), pp. 171-178, 2007
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Voyagers and Voyeurs: Supporting Asynchronous Collaborative Information Visualization
Jeffrey Heer, Fernanda B. Viégas, Martin Wattenberg
ACM Human Factors in Computing Systems (CHI), pp. 1029-1038, 2007
PDF | Video
Momento: Support for Situated Ubicomp Experimentation
Scott Carter, Jennifer Mankoff, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), pp. 125-134, 2007
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2006
Multi-Scale Banking to 45 Degrees
Jeffrey Heer, Maneesh Agrawala
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 12(5), pp. 701-708, 2006
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Software Design Patterns for Information Visualization
Jeffrey Heer, Maneesh Agrawala
IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 12(5), pp. 853-860, 2006
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TimeTree: Exploring Time Changing Hierarchies
Stuart K. Card, Bongwon Suh, Bryan Pendleton, Jeffrey Heer, John W. Bodnar
IEEE Visual Analytics Science & Technology (VAST), pp. 3-10, 2006
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Profiles as Conversation: Networked Identity Performance on Friendster
danah boyd, Jeffrey Heer
Hawaii International Conference on Systems Sciences (HICSS), 2006
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Does Binding of Synesthetic Color to the Evoking Grapheme Require Attention?
Noam Sagiv, Jeffrey Heer, Lynn Robertson
Cortex, 42(4), pp. 232-242, 2006
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Socializing Visualization
Jeffrey Heer
Social Visualization Workshop, ACM CHI, 2006
PDF
2005
Vizster: Visualizing Online Social Networks
Jeffrey Heer, danah boyd
IEEE Information Visualization (InfoVis), pp. 32-39, 2005
PDF | Video | Website
Prefuse: A Toolkit for Interactive Information Visualization
Jeffrey Heer, Stuart K. Card, James Landay
ACM Human Factors in Computing Systems (CHI), pp. 421-430, 2005
PDF | Video | Website
2004
DOITrees Revisited: Scalable, Space-Constrained Visualization of Hierarchical Data
Jeffrey Heer, Stuart K. Card
Advanced Visual Interfaces, pp. 421-424, 2004
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Seeing the Invisible
Jeffrey Heer, Peter Khooshabeh
AVI Workshop on Invisible & Transparent Interfaces, 2004
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Presiding Over Accidents: System Direction of Human Action
Jeffrey Heer, Nathan Good, Ana Ramirez Chang, Marc Davis, Jennifer Mankoff
ACM Human Factors in Computing Systems (CHI), pp. 463-470, 2004
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All Together Now: Visualizing Local and Remote Actors of Localized Activity
Scott Lederer, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), pp. 1107-1110, 2004
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Wideband Displays: Mitigating Multiple Monitor Seams
Jock Mackinlay, Jeffrey Heer
ACM Human Factors in Computing Systems (CHI), pp. 1521-1524, 2004
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2003
liquid: Context-Aware Distributed Queries
Jeffrey Heer, Alan Newberger, Chris Beckmann, Jason I. Hong
Ubiquitous Computing, pp. 140-148, 2003
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Efficient User Interest Estimation in Fisheye Views
Jeffrey Heer, Stuart K. Card
ACM Human Factors in Computing Systems (CHI), pp. 836-837, 2003
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2002
What Did They Do? Understanding Clickstreams with the WebQuilt Visualization System
Sarah Waterson, Jason I. Hong, Tim Sohn, Jeffrey Heer, Tara Matthews, James Landay
Advanced Visual Interfaces, pp. 94-102, 2002
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LumberJack: Intelligent Discovery and Analysis of Web User Traffic Composition
Ed H. Chi, Adam Rosien, Jeffrey Heer
WEBKDD, pp. 1-16, 2002
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Separating the Swarm: Categorization Methods for User Sessions on the Web
Jeffrey Heer, Ed H. Chi
ACM Human Factors in Computing Systems (CHI), pp. 243-250, 2002
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2001
WebQuilt: A Proxy-based Approach to Remote Web Usability Testing
Jason I. Hong, Jeffrey Heer, Sarah Waterson, James Landay
ACM Trans. on Information Systems, 19(3), pp. 263-285, 2001
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