Cognitive Biases in Visualizations

Häftad, Engelska, 2019

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Beskrivning

This book brings together the latest research in this new and exciting area of visualization, looking at classifying and modelling cognitive biases, together with user studies which reveal their undesirable impact on human judgement, and demonstrating how visual analytic techniques can provide effective support for mitigating key biases.

Produktinformation

Utgivningsdatum:2019-01-19
Mått:155 x 235 x 17 mm
Vikt:308 g
Format:Häftad
Språk:Engelska
Antal sidor:184
Förlag:Springer Nature Switzerland AG
ISBN:9783030071042

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Innehållsförteckning

So, What are Cognitive Biases?.- Part I - Bias Definitions, Perspectives and Modelling.- Studying Biases in Visualization Research: Framework and Methods.- Four Perspectives on Human Bias in Visual Analytics.- Bias by Default? A Means for a Priori Interface Measurement.- Part II - Cognitive Biases in Action.- Methods for Discovering Cognitive Biases in a Visual Analytics Environment.- Experts' Vs Optimality of Visualization Design- Data Visualization Literacy and Visualization Biases: Cases for Merging Parallel Threads.- The Biases of Thinking Fast and Thinking Slow.- Part III - Mitigation strategies.- Experimentally Evaluating Bias-Reducing Visual Analytics Techniques in Intelligence Analysis.- Promoting Representational Fluency for Cognitive Bias Mitigation in Information Visualization.- Designing Breadth-Oriented Data Exploration for Mitigating Cognitive Biases.- A Visualization Approach to Addressing Reviewer Bias in Holistic College Admissions.- Cognitive Biases in Visual Analytics: A Critical Reflection.