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Semantic Interaction for Visual Analytics: Inferring Analytical Reasoning for Mo

Semantic Interaction for Visual Analytics: Inferring Analytical Reasoning for Mo
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Semantic Interaction for Visual Analytics by Alex Endert

This book discusses semantic interaction, a user interaction methodology for visual analytic applications that more closely couples the visual reasoning processes of people with the computation.

FORMAT
Paperback LANGUAGE
English CONDITION
Brand New Publisher Description

This book discusses semantic interaction, a user interaction methodology for visual analytic applications that more closely couples the visual reasoning processes of people with the computation. This methodology affords user interaction on visual data representations that are native to the domain of the interaction in visual analytics systems is critical to enabling visual data exploration. Interaction transforms people from mere viewers to active participants in the process of analyzing and understanding data. This discourse between people and data enables people to understand aspects of their data, such as structure, patterns, trends, outliers, and other properties that ultimately result in insight. Through interacting with visualizations, users engage in sensemaking, a process of developing and understanding relationships within datasets through foraging and book provides a description of the principles of semantic interaction, providing design guidelines for the integration of semantic interaction into visual analytics, examples of existing technologies that leverage semantic interaction, and a discussion of how to evaluate these technologies. Semantic interaction has the potential to increase the effectiveness of visual analytic technologies and opens possibilities for a fundamentally new design space for user interaction in visual analytics systems.

Table of Contents

Acknowledgments.- Introduction.- Fundamentals.- Spatializations for Sensemaking Using Visual Analytics.- Semantic Interaction.- Applications that Integrate Semantic Interaction.- Evaluating Semantic Interaction.- Discussion and Open Challenges.- Conclusion.- References.- Author's Biography.

Details ISBN3031014758 Author Alex Endert Short Title Semantic Interaction for Visual Analytics Pages 89 Publisher Springer International Publishing AG Series Synthesis Lectures on Visualization Language English Year 2016 ISBN-10 3031014758 ISBN-13 9783031014758 Format Paperback Publication Date 2016-09-15 Subtitle Inferring Analytical Reasoning for Model Steering DOI 10.1007/978-3-031-02603-4 DEWEY 006.37 Imprint Springer International Publishing AG Place of Publication Cham Country of Publication Switzerland Translated from English UK Release Date 2016-09-15 Illustrations IX, 89 p. Country of Origin NL Product Class Description Computing: Professional & Programming Alternative 9783031026034 Audience Professional & Vocational
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