Specializations
- Data Science
- Human-Computer Interaction
- Information Visualization
Education
- Ph D, Information (Visualization), University of Michigan School of Information, 2013
- MS, Information (Information Analysis & Retrieval), University of Michigan School of Information, 2008
- MFA, Writing and Poetics, Prose Concentration, Naropa University, 2006
- BA, Comparative Studies in Religion, The Ohio State University, 2003
Awards
- Best Paper Award Honorable Mention - ACM CHI, 2018
- Best Paper Award - ACM CHI 2017, 2017
- Best Paper Award Honorable Mention - ACM CHI 2017, 2017
- Best Paper Award Honorable Mention (1 of 3 total paper awards), IEEE InfoVis 2017 - InfoVis 2017, 2017
- Early Career Researcher Award - National Academy of Science's Sackler Colloquium, 2017
- NSF CRII Award - NSF, 2016
- Google Faculty Award - Google Research, 2015
- Tableau Software Postdoctoral Fellow (Inaugural) - University of California Berkeley, Computer Science, 2014
- Gary M. Olson Outstanding PhD Student - University of Michigan, School of Information, 2013
- Rackham Centennial Award Merit Scholar - University of Michigan, Rackham Graduate School, 2012
- Honorable Mention for Best Paper - IEEE InfoVis, 2011
- Naropa 'Secret Attic' Faculty's Choice Best Master's Thesis Award - Naropa University, 2006
Publications and Contributions
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Conference PaperImproving Comprehension of Measurements Using Concrete Re-expression Strategies (2018)ACM CHI 2018
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Conference PaperUncertainty Displays Using Quantile Dotplots or CDFs Improve Transit Decision-Making (2018)ACM CHI 2018
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Conference PaperData Through Others' Eyes: The Impact of Visualizing Others' Expectations on Visualization Interpretation (2017)IEEE InfoVis 2017
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Conference PaperExplaining the Gap: Visualizing One's Predictions Improves Recall and Comprehension of Data (2017)ACM CHI Conference on Human Factors in Computing Systems 2017
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Conference PaperFinding a Clear Path: Structuring Strategies for Visualization Sequences (2017)EuroVis 2017
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Conference PaperGraphscape: A Model for Automated Reasoning about Visualization Similarity and Sequencing (2017)ACM CHI Conference on Human Factors in Computing Systems 2017
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Conference PaperImagining Replications: Graphical Prediction and Discrete Visualizations Improve Recall & Estimation of Effect Uncertainty (2017)IEEE InfoVis 2017
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Conference PaperKeeping Multiple Views Consistent: Constraints, Validations, and Exceptions in Visualization Authoring (2017)IEEE InfoVis 2017
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Conference PosterPersalog: Personalization of News Article Content (2017)ACM CHI Conference on Human Factors in Computing Systems 2017
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SoftwareQuantile Dotplots (2017)
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SoftwareAtlas of Me (2016)
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Workshop PaperEvaluating Visualization Sets: Trade-offs Between Local Effectiveness and Global Consistency (2016)Proc. BELIV Workshop 2016
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Conference PaperGenerating Personalized Spatial Analogies for Distances and Areas (2016)Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI '16)
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Conference PaperSimpleScience: Lexical Simplification of Scientific Terminology (2016)Conference on Empirical Methods in Natural Language Processing
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Conference PaperWhen(ish) is My Bus? User-centered Visualizations of Uncertainty in Everyday, Mobile Predictive Systems (2016)Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI '16)
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Workshop PaperWhy Evaluating Uncertainty Visualization is Error Prone (2016)BELIV Workshop 2016
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Conference PaperContent, Context, and Critique: Commenting on a Data Visualization Blog (2015)Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing
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Conference Non-Archival PapersDeScipher: A Text Simplification Tool for Science Journalism (2015)Computation+Journalism
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Conference Non-Archival PapersDesigning for Personalized Article Content (2015)Computation+Journalism
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Conference PaperEvaluating Approaches To Crowdsourced Visual Analytics (2015)Collective Intelligence 2015
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Journal Article, Academic Journal
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Workshop PaperUser-driven Expectation Visualization: Opportunities for Personalized Feedback (2015)Personal Visualization: Exploring Data in Everyday Life workshop
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Conference PaperNewsViews: An Automated Pipeline for Creating Custom Geovisualizations for News (2014)ACM CHI 2014
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Conference PaperA Deeper Understanding of Sequence in Narrative Visualization (2013)IEEE InfoVis 2013
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Conference PaperContextifier: Automatic Generation of Annotated Stock Visualizations (2013)ACM CHI 2013
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Conference Workshop PaperHow Prior Knowledge Affects the Processing of Visualized Data (2013)ACM CHI 2013, Many People Many Eyes workshop
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Technical Report
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Conference PosterPutting News in Context, Automatically: An Approach to Generating Relevant & Salient News Visualizations (2013)Computation + Journalism Symposium
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Conference PosterVisualization Bootstrapping - A Confirmatory Technique for Visual Analytics (2012)InfoVis 2012 (Poster)
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Conference Position PaperChance-It: Motivating Collaborative Exploration using Spatial Layout on a Multitouch Surface (2011)ACM CHI 2011, Workshop on Large Displays in Urban Life
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Conference PaperBenefitting InfoVis with Visual Difficulties (2011)IEEE InfoVis 2011
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Blog PostManaging Reasoning Styles on Amazon’s Mechanical Turk (2011)Experimental Turk
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Conference Position PaperNot all HITs are Created Equal: Controlling for Reasoning and Learning Processes in MTurk (2011)ACM CHI 2011, Crowdsourcing and Human Computation workshop
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Research ReportResearch on Graph Comprehension and Data Interpretation: Implications for Score Reporting (2011)Test Score Reporting: Perspectives From the ETS Score Reporting Conference, ETS RR-11-45(Unknown Issue), pp. 1-16
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Blog PostSocial Proof, Graph Perception, and the Wisdom of the Crowd (2011)Follow the Crowd
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Conference PaperThe Impact of Social Information on Visual Judgments (2011)ACM CHI 2011
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Conference PaperVisualization Rhetoric: Framing Effects in Narrative Visualization (2011)IEEE InfoVis 2011
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Conference Workshop PaperDesigning for Uncertainty in HCI: When Does Uncertainty Help?CHI 2017 Conference on Human Factors in Computing Systems
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Conference PaperPicturing Science: Design Patterns in Graphical AbstractsDIAGRAMS 2018
Presentations
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Rethinking Uncertainty Visualization for Experimental Science
(2018)
30th APS Annual Convention - San Francisco, CA
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Designing for Uncertainty: When Does Uncertainty Help?
(2017)
ACM CHI 2017 - Denver, CO
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Reconciling Single Vs. Multiple View Criteria in InfoVis.
(2017)
Tableau Software - Seattle, WA
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Seeing What We Think Through Visualization Interaction
(2017)
Northwestern University Technology & Social Behavior Series Distinguished Lecture - Evanston, IL
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Critical Visualization
(2016)
IEEE InfoVis 2016 - Baltimore, MD
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Data-Driven Storytelling
(2016)
Dagstuhl Seminars - Wadern, Saarland, Germany
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How Can We Improve Empirical Research on Understanding Visual Information?
(2016)
IEEE InfoVis 2016 - Baltimore, MD
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The Art and Science of Data Visualization
(2016)
eScience Institute - Seattle, WA
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The Visual Uncertainty Experience
(2016)
OpenVis - Boston, MA
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Using Storytelling Patterns to Make Data Relatable
(2016)
Tapestry Conference - Estes Park, CO
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Visualization Tools to Improve Reasoning with Data
(2016)
Microsoft Research - New York, NY
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Making Sense of Scales With a Database of Measurements
(2015)
DUB seminar, University of Washington (iSchool, CSE, & HCDE) - Seattle, WA
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Uncertainty Visualization
(2015)
NSF sponsored graduate seminar on Hazard Mapping, University of Washington - Seattle, WA
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Anticipating Context in Designing Visualizations for Communication
(2014)
Adobe Research - San Francisco, CA
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Anticipating Context in Designing Visualizations for Communication
(2014)
Tableau Software - Seattle, WA
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Tools for Understanding and Repurposing Visualized Data
(2014)
Tableau Software - Seattle, WA
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Understanding and Supporting Trade-offs in Designing Visualizations for Communication
(2014)
School of Information, University of Washington - Seattle, WA
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Understanding and Supporting Trade-offs in Designing Visualizations for Communication
(2014)
Dept. of Cognitive Science, University of California, San Diego - San Diego, CA
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Understanding and Supporting Trade-offs in Designing Visualizations for Communication
(2014)
Dept. of Computer Science, Stanford - Palo Alto, CA
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Understanding and Supporting Trade-offs in Designing Visualizations for Communication
(2014)
Dept. of Computer Science, University of Colorado - Boulder, CO
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Understanding and Supporting Trade-offs in Designing Visualizations for Communication
(2014)
Dept. of Computer Science, University of Minnesota - Minneapolis, MN
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Understanding and Supporting Trade-offs in Designing Visualizations for Communication
(2014)
School of Interactive Computing, Georgia Tech - Atlanta, GA
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Social and Contextual Visualizations
(2013)
Gale Cengage Learning - Farmington, MI
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Understanding and Automating Complex Visualization Design Processes
(2013)
Computer Science Division, University of California, Berkeley - Berkeley, CA
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Desirable Difficulties in Graphical Displays
(2012)
American Educational Research Association Annual Meeting, Cognitive Processes in Comprehension of Visual Representation: Art, Diagrams, Graphs, and Models symposium - Vancouver, BC, Canada
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Letting the Data (and People) Speak: Visualization as Communication & Analysis
(2012)
Tableau Software - Seattle, WA
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Visualization as Communication & Analysis
(2012)
DUB seminar, University of Washington (iSchool, CSE, & HCDE) - Seattle, WA
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Implications of the Crowd in Collaborative Visual Analytics
(2011)
HCI Lab, Dept. of Computer Science, Tufts University - Cambridge, MA
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Presenting Social Information Online: Evidence of Effects on Visual Judgments
(2011)
IBM Collaborative User Experience (CUE) Research Group, T.J. Watson Research Center - Cambridge, MA
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Visual Stories: Adapting Narratology for InfoVis
(2010)
Featured Information Research Student Talks (FIRST), School of Information, University of Michigan - Ann Arbor, MI
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Visual Texts: Adapting Narratology for Information Visualization
(2010)
IEEE InfoVis 2010, Telling Stories with Data workshop - Salt Lake City, UT