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    Critical InfoVis: Exploring the Politics of Visualization 

    Dörk, Marian; Feng, Patrick; Collins, Christopher; Carpendale, Sheelagh (ACM, 2013-04-27)
    As information visualization is increasingly used to raise awareness about social issues, difficult questions arise about the power of visualization. So far the research community has not given sufficient thought to how ...
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    Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution 

    El-Assady, Mennatallah; Sperrle, Fabian; Deussen, Oliver; Keim, Daniel; Collins, Christopher (IEEE, 2018-09-18)
    To effectively assess the potential consequences of human interventions in model-driven analytics systems, we establish the concept of speculative execution as a visual analytics paradigm for creating user-steerable preview ...
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    Lexichrome: Text Construction and Lexical Discovery with Word-Color Associations Using Interactive Visualization 

    Kim, Chris K; Collins, Christopher; Hinrichs, Uta; Mohammad, Saif M (ACM, 2020-07-03)
    Based on word-color associations from a comprehensive, crowdsourced lexicon, we present Lexichrome: a web application that explores the popular perception of relationships between English words and eleven basic color terms ...
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    Design by Immersion: A Transdisciplinary Approach to Problem-Driven Visualizations 

    Hall, Kyle Wm.; Bradley, Adam J.; Hinrichs, Uta; Huron, Samuel; Wood, Jo; Collins, Christopher; Carpendale, Sheelagh (IEEE, 2019-08-26)
    While previous work exists on how to conduct and disseminate insights from problem-driven visualization projects and design studies, the literature does not address how to accomplish these goals in transdisciplinary teams ...
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    TandemTable: Supporting Conversations and Language Learning Using a Multi-Touch Digital Table 

    Paluka, Erik; Collins, Christopher (Association for Computing Machinery, 2015-06-03)
    We present TandemTable, a multi-touch tabletop system designed to break down communication barriers between partners, with a special focus on supporting those who are learning languages. The design was guided by a grounding ...
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    The Role of Interactive Visualization in Fostering Trust in AI 

    Beauxis-Aussalet, Emma; Behrisch, Michael; Borgo, Rita; Chau, Duen Horng; Collins, Christopher; Ebert, David; El-Assady, Mennatallah; Endert, Alex; Keim, Daniel A.; Kohlhammer, Jörn; Oelke, Daniela; Peltonen, Jaakko; Riveiro, Maria; Schreck, Tobias; Strobelt, Hendrik; van Wijk, Jarke J. (IEEE, 2021-12-10)
    The increasing use of artificial intelligence (AI) technologies across application domains has prompted our society to pay closer attention to AI's trustworthiness, fairness, interpretability, and accountability. In order ...
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    Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework 

    El-Assady, Mennatallah; Sevastjanova, Rita; Sperrle, Fabian; Keim, Daniel; Collins, Christopher (IEEE, 2017-08-29)
    Topic modeling algorithms are widely used to analyze the thematic composition of text corpora but remain difficult to interpret and adjust. Addressing these limitations, we present a modular visual analytics framework, ...
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    Perceptual Biases in Font Size as a Data Encoding 

    Alexander, Eric; Chang, Chih-Ching; Shimabukuro, Mariana; Franconeri, Steven; Collins, Christopher; Gleicher, Michael (IEEE, 2017-07-04)
    Many visualizations, including word clouds, cartographic labels, and word trees, encode data within the sizes of fonts. While font size can be an intuitive dimension for the viewer, using it as an encoding can introduce ...
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    Saliency Deficit and Motion Outlier Detection in Animated Scatterplots 

    Veras, Rafael; Collins, Christopher (Association for Computing Machinery, 2019-05-04)
    We report the results of a crowdsourced experiment that measured the accuracy of motion outlier detection in multivariate, animated scatterplots. The targets were outliers either in speed or direction of motion, and were ...
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    Tied In Knots: A Case Study on Anthropographic Data Visualization About Sexual Harassment in the Academy 

    Elli, Tommaso; Bradley, Adam; Collins, Christopher; Hinrichs, Uta; Hills, Zachary; Kelsky, Karen (IEEE, 2020-10-30)
    With this pictorial we present the design process of “The Academia is Tied in Knots”, an interactive visualization based on sensitive and qualitative data, namely personal stories reported by people who have experienced ...
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    Collins, Christopher (20)
    Bradley, Adam James (4)El-Assady, Mennatallah (4)Carpendale, Sheelagh (3)Hinrichs, Uta (3)Alexander, Eric (2)Keim, Daniel (2)Sawal, Victor (2)Shimabukuro, Mariana (2)Sperrle, Fabian (2)... View MoreSubjectVisualization (3)Analytical models (2)Computational modeling (2)information visualization (2)Visual analytics (2)visualization (2)Adaption models (1)Animated Scatterplots (1)antropographic data visualization (1)Artificial intelligence (1)... View MoreDate Issued2020 - 2021 (5)2010 - 2019 (13)2007 - 2009 (2)Has File(s)Yes (20)

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