Semantic Interaction for Visual Analytics

Inferring Analytical Reasoning for Model Steering

AvAlex Endert

Häftad, Engelska, 2016

Del i serien Synthesis Lectures on Visualization

366 kr

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2016-09-15
Mått:191 x 235 x 6 mm
Vikt:205 g
Format:Häftad
Språk:Engelska
Serie:Synthesis Lectures on Visualization
Antal sidor:89
Förlag:Springer International Publishing AG
ISBN:9783031014758
Originaltitel:Semantic Interaction for Visual Analytics

Utforska kategorier

Referensverk och tvärvetenskap inom Samhälle och politik
Människa – datorinteraktion inom Data och IT
Databaser inom Data och IT

Mer om författaren

Alex Endert is an Assistant Professor in the School of Interactive Computing at Georgia Tech. He directs the Visual Analytics Lab, where he and his students explore novel user interaction techniques for visual analytics. His lab often apply this fundamental research to applied domains including text analysis, intelligence analysis, cyber security, decision-making, and others. He is an active contributor to venues for human-computer interaction and information visualization (ACM CHI, IEEE VIS, IEEE TVCG, IEEE CG&A). He received his Ph.D. in Computer Science at Virginia Tech in 2012, advised by Dr. Chris North. In 2013, his work on Semantic Interaction was awarded the IEEE VGTC VPG Pioneers Group Doctoral Dissertation Award and the Virginia Tech Computer Science Best Dissertation Award.

Innehållsförteckning

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.