UW Interactive Data Lab

Time 2020-07-07 08:10:51

Web Name: UW Interactive Data Lab

WebSite: http://idl.cs.washington.edu

ID:21317

Keywords:

Interactive,UW,Lab,

Description:

our mission is to enhance people's ability to understand and communicate data through the design of new interactive systems for data visualization and analysis. Data-Driven Documents (D3.js)Data WranglerModel-Driven Text VisualizationimMens: Visual Querying of Big DataLyra: A Visualization Design EnvironmentPredictive Translation MemoryColor Naming ModelsVega-Lite: A Grammar of Interactive GraphicsVoyager: Exploratory Analysis with Visualization RecommendationsIdyll: A Markup Language for Interactive ArticlesReverse-Engineering Visualizations from Chart Images updates09 Mar 2020Congrats Jane Hoffswell et al. for a CHI Best Paper Award!25 Feb 2020New CHI papers on responsive design, analysis decisions, vis recommenders, query analysis, and ML explainability.10 Feb 2020IUI 2020 paper on interactive learning for text sequences.18 Feb 2019Two papers at CHI 2019!16 Aug 2018Three new papers at VIS'18, including an InfoVis Best Paper Award for Draco!15 Aug 2018Catch our paper on the Idyll language for interactive articles at ACM UIST 2018!10 May 2018EuroVis'18 papers on SetCoLa for custom graph layout and the effects of task and data on visual encoding effectiveness.20 Feb 2018Five new papers at CHI'18!07 Sep 2017Five new papers at VIS'17, including VAST Best Paper and InfoVis Honorable Mention award winners!25 May 2017Watch Ham, Dom Arvind present Vega-Lite: A Grammar of Interactive Graphics at OpenVis Conf 2017!17 Dec 2015We started an IDL blog! coursesGraduateCSE510: Topics in HCICSE512: Data VisualizationCSE544: Database SystemsCSE546: Machine LearningCSE547: ML for Big DataUndergraduateCSE440: Intro to HCICSE441: Advanced HCICSE442: Data VisualizationCSE444: Database SystemsCSE446: Machine LearningCSE457: Computer Graphics recent publications(View All Papers)CHI 2020 - Honolulu, HITechniques for Flexible Responsive Visualization DesignJane Hoffswell, Wilmot Li, Zhicheng LiuACM Human Factors in Computing Systems (CHI), 2020PDF | Video | Supplement | BibTeX | Best Paper AwardPaths Explored, Paths Omitted, Paths Obscured: Decision Points Selective Reporting in End-to-End Data AnalysisYang Liu, Tim Althoff, Jeffrey HeerACM Human Factors in Computing Systems (CHI), 2020PDF | Supplement | BibTeXDziban: Balancing Agency Automation in Visualization Design via Anchored RecommendationsHalden Lin, Dominik Moritz, Jeffrey HeerACM Human Factors in Computing Systems (CHI), 2020PDF | Software | BibTeXTempura: Query Analysis with Structural TemplatesTongshuang (Sherry) Wu, Kanit Wongsuphasawat, Donghao Ren, Kayur Patel, Chris DuBoisACM Human Factors in Computing Systems (CHI), 2020PDF | Video | BibTeXNo Explainability without Accountability: An Empirical Study of Explanations and Feedback in Interactive MLAlison Smith-Renner, Ron Fan, Melissa Birchfield, Tongshuang (Sherry) Wu, Jordan Boyd-Graber, Daniel S. Weld, Leah FindlaterACM Human Factors in Computing Systems (CHI), 2020PDF | BibTeXIUI 2020 - Cagliari, ItalyiSeqL: Interactive Sequence LearningAkshat Shrivastava, Jeffrey HeerIntelligent User Interfaces, 2020PDF | Appendix | Software | BibTeXVIS 2019 - Vancouver, BCCritical Reflections on Visualization Authoring SystemsArvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John Stasko, John R. Thompson, Matthew Brehmer, Zhicheng LiuIEEE Trans. Visualization Comp. Graphics (Proc. InfoVis), 2020PDF | BibTeXACL 2019 - Florence, ItalyErrudite: Scalable, Reproducible, and Testable Error AnalysisTongshuang (Sherry) Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. WeldProc. Association for Computational Linguistics (ACL), 2019PDF | Code | Video | BibTeXEuroVis 2019 - Porto, PortugalCapture Analysis of Active Reading Behaviors for Interactive Articles on the WebMatt Conlen, Alex Kale, Jeffrey HeerComputer Graphics Forum (Proc. EuroVis), 2019PDF | Data | Code | BibTeXDesigning Animated Transitions to Convey Aggregate OperationsYounghoon Kim, Michael Correll, Jeffrey HeerComputer Graphics Forum (Proc. EuroVis), 2019PDF | Data | BibTeXColor Names Across Languages: Salient Colors and Term Translation in Multilingual Color Naming ModelsYounghoon Kim, Kyle Thayer, Gabriella Silva Gorsky, Jeffrey HeerComputer Graphics Forum (Proc. EuroVis), 2019PDF | Data | BibTeXLatent Space Cartography: Visual Analysis of Vector Space EmbeddingsYang Liu, Eunice Jun, Qisheng Li, Jeffrey HeerComputer Graphics Forum (Proc. EuroVis), 2019PDF | Supplement | Software | Video | BibTeXCharacterizing Exploratory Visual Analysis: A Literature Review and Evaluation of Analytic Provenance in TableauLeilani Battle, Jeffrey HeerComputer Graphics Forum (Proc. EuroVis), 2019PDF | Data | BibTeXCHI 2019 - Glasgow, ScotlandA Bayesian Cognition Approach to Improve Data VisualizationYea-Seul Kim, Logan Walls, Peter Krafft, Jessica HullmanACM Human Factors in Computing Systems (CHI), 2019PDF | BibTeXVocal Shortcuts for Creative ExpertsYea-Seul Kim, Mira Dontcheva, Eytan Adar, Jessica HullmanACM Human Factors in Computing Systems (CHI), 2019PDF | BibTeXInteractive Repair of Tables Extracted from PDF Documents on Mobile DevicesJane Hoffswell, Zhicheng LiuACM Human Factors in Computing Systems (CHI), 2019PDF | BibTeXFalcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked VisualizationsDominik Moritz, Bill Howe, Jeffrey HeerACM Human Factors in Computing Systems (CHI), 2019PDF | Software | BibTeXPNAS 2019Similarity in Transgender and Cisgender Children’s Gender DevelopmentSelin 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. OlsonProceedings of the National Academy of Sciences, 116(49), pp. 24480-24485, 2019PDF | Journal | Data | BibTeXAgency plus Automation: Designing Artificial Intelligence into Interactive SystemsJeffrey HeerProceedings of the National Academy of Sciences, 116(6), pp. 1844-1850, 2019PDF | Journal | BibTeXVIS 2018 - Berlin, GermanyFormalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in DracoDominik Moritz, Chenglong Wang, Gregory Nelson, Halden Lin, Adam M. Smith, Bill Howe, Jeffrey HeerIEEE Trans. Visualization Comp. Graphics (Proc. InfoVis), 2019PDF | Software | BibTeX | Best Paper AwardHypothetical Outcome Plots Help Untrained Observers Judge Trends in Ambiguous DataAlex Kale, Francis Nguyen, Matthew Kay, Jessica HullmanIEEE Trans. Visualization Comp. Graphics (Proc. InfoVis), 2019PDF | Data | BibTeXIn Pursuit of Error: A Survey of Uncertainty Visualization EvaluationJessica Hullman, Xiaoli Qiao, Michael Correll, Alex Kale, Matthew KayIEEE Trans. Visualization Comp. Graphics (Proc. InfoVis), 2019PDF | BibTeXUIST 2018 - Berlin, GermanyIdyll: A Markup Language for Authoring and Publishing Interactive Articles on the WebMatt Conlen, Jeffrey HeerACM User Interface Software Technology (UIST), 2018PDF | Software | Talk Video | BibTeXEuroVis 2018 - Brno, Czech RepublicAssessing Effects of Task and Data Distribution on the Effectiveness of Visual EncodingsYounghoon Kim, Jeffrey HeerComputer Graphics Forum (Proc. EuroVis), 2018PDF | Data | BibTeXSetCoLa: High-Level Constraints for Graph LayoutJane Hoffswell, Alan Borning, Jeffrey HeerComputer Graphics Forum (Proc. EuroVis), 2018PDF | Appendix | Software | BibTeXCHI 2018 - Montreal, QuebecImproving Comprehension of Measurements Using Concrete Re-expression StrategiesJessica Hullman, Yea-Seul Kim, Francis Nguyen, Lauren Speers, Maneesh AgrawalaACM Human Factors in Computing Systems (CHI), 2018PDF | BibTeXUncertainty Displays Using Quantile Dotplots or CDFs Improve Transit Decision-MakingMichael Fernandes, Logan Walls, Sean Munson, Jessica Hullman, Matthew KayACM Human Factors in Computing Systems (CHI), 2018PDF | BibTeX | Best Paper Honorable MentionSomewhere Over the Rainbow: An Empirical Assessment of Quantitative ColormapsYang Liu, Jeffrey HeerACM Human Factors in Computing Systems (CHI), 2018PDF | Data | BibTeXAugmenting Code with In Situ Visualizations to Aid Program UnderstandingJane Hoffswell, Arvind Satyanarayan, Jeffrey HeerACM Human Factors in Computing Systems (CHI), 2018PDF | BibTeXValue-Suppressing Uncertainty PalettesMichael Correll, Dominik Moritz, Jeffrey HeerACM Human Factors in Computing Systems (CHI), 2018PDF | Data | BibTeXTowards Design Principles for Visual Analytics in Operations ContextsMatt Conlen, Sara Stalla, Chelly Jin, Maggie Hendrie, Hillary Muskin, Santiago Lombeyda, Scott DavidoffACM Human Factors in Computing Systems (CHI), 2018PDF | BibTeXVIS 2017 - Phoenix, AZVisualizing Dataflow Graphs of Deep Learning Models in TensorFlowKanit Wongsuphasawat, Daniel Smilkov, James Wexler, Jimbo Wilson, Dandelion Man , Doug Fritz, Dilip Krishnan, Fernanda B. Vi gas, Martin WattenbergIEEE Trans. Visualization Comp. Graphics (Proc. VAST), 2018PDF | Video | BibTeX | Best Paper AwardKeeping Multiple Views Consistent: Constraints, Validations, and Exceptions in Visualization AuthoringZening Qu, Jessica HullmanIEEE Trans. Visualization Comp. Graphics (Proc. InfoVis), 2018PDF | BibTeX | Best Paper Honorable MentionData Through Others' Eyes: The Impact of Visualizing Others' Expectations on Visualization InterpretationYea-Seul Kim, Katharina Reinecke, Jessica HullmanIEEE Trans. Visualization Comp. Graphics (Proc. InfoVis), 2018PDF | BibTeXImagining Replications: Graphical Prediction Discrete Visualizations Improve Recall Estimation of Effect UncertaintyJessica Hullman, Matthew Kay, Yea-Seul Kim, Samana ShresthaIEEE Trans. Visualization Comp. Graphics (Proc. InfoVis), 2018PDF | BibTeXExtracting and Retargeting Color Mappings from Bitmap Images of VisualizationsJorge Poco, Angela Mayhua, Jeffrey HeerIEEE Trans. Visualization Comp. Graphics (Proc. InfoVis), 2018PDF | BibTeXEuroVis 2017 - Barcelona, SpainReverse-Engineering Visualizations: Recovering Visual Encodings from Chart ImagesJorge Poco, Jeffrey HeerComputer Graphics Forum (Proc. EuroVis), 2017PDF | Appendix | Software | BibTeXFinding a Clear Path: Structuring Strategies for Visualization SequencesJessica Hullman, Robert Kosara, Heidi LamComputer Graphics Forum (Proc. EuroVis), 2017PDF | BibTeXCHI 2017 - Denver, COVoyager 2: Augmenting Visual Analysis with Partial View SpecificationsKanit Wongsuphasawat, Zening Qu, Dominik Moritz, Riley Chang, Felix Ouk, Anushka Anand, Jock Mackinlay, Bill Howe, Jeffrey HeerACM Human Factors in Computing Systems (CHI), 2017PDF | Video | BibTeXGraphScape: A Model for Automated Reasoning about Visualization Similarity and SequencingYounghoon Kim, Kanit Wongsuphasawat, Jessica Hullman, Jeffrey HeerACM Human Factors in Computing Systems (CHI), 2017PDF | Software | Supplement | BibTeX | Best Paper Honorable MentionExplaining the Gap: Visualizing One's Predictions Improves Recall and Comprehension of DataYea-Seul Kim, Katharina Reinecke, Jessica HullmanACM Human Factors in Computing Systems (CHI), 2017PDF | BibTeX | Best Paper AwardRegression by Eye: Estimating Trends in Bivariate VisualizationsMichael Correll, Jeffrey HeerACM Human Factors in Computing Systems (CHI), 2017PDF | Data | BibTeXTrust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big DataDominik Moritz, Danyel Fisher, Bolin Ding, Chi WangACM Human Factors in Computing Systems (CHI), 2017PDF | Video Preview | BibTeXVIS 2016 - Baltimore, MDVega-Lite: A Grammar of Interactive GraphicsArvind Satyanarayan, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey HeerIEEE Trans. Visualization Comp. Graphics (Proc. InfoVis), 2017PDF | Video | Software | BibTeX | Best Paper AwardSurprise! Bayesian Weighting for De-Biasing Thematic MapsMichael Correll, Jeffrey HeerIEEE Trans. Visualization Comp. Graphics (Proc. InfoVis), 2017PDF | Software | BibTeXSIGMOD 2016 - San Francisco, CATowards A General-Purpose Query Language for Visualization RecommendationKanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock Mackinlay, Bill Howe, Jeffrey HeerACM SIGMOD Human-in-the-Loop Data Analysis (HILDA), 2016PDF | Software | BibTeX

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