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Cognitive Biases in Visualizations, 2018

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Geoffrey Ellis:
Cognitive Biases in Visualizations. Springer 2018, ISBN 978-3-319-95830-9
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Geoffrey Ellis:
So, What Are Cognitive Biases? 1-10

Bias Definitions, Perspectives and Modeling

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  - books/sp/18/ValdezZS18
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André Calero Valdez, Martina Ziefle, Michael Sedlmair:
Studying Biases in Visualization Research: Framework and Methods. 13-27
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  - books/sp/18/WallBPCE18
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Emily Wall, Leslie M. Blaha, Celeste Lyn Paul, Kristin A. Cook, Alex Endert:
Four Perspectives on Human Bias in Visual Analytics. 29-42
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  - books/sp/18/CottamB18
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Joseph A. Cottam, Leslie M. Blaha:
Bias by Default? 43-58

Cognitive Biases in Action

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Michael A. Bedek, Alexander Nussbaumer, Luca Huszar, Dietrich Albert:
Methods for Discovering Cognitive Biases in a Visual Analytics Environment. 61-73
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  - books/sp/18/Dasgupta18
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Aritra Dasgupta:
Experts' Familiarity Versus Optimality of Visualization Design: How Familiarity Affects Perceived and Objective Task Performance. 75-86
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Hamid Mansoor, Lane Harrison:
Data Visualization Literacy and Visualization Biases: Cases for Merging Parallel Threads. 87-96
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Dirk Streeb, Min Chen, Daniel A. Keim:
The Biases of Thinking Fast and Thinking Slow. 97-107

Mitigation Strategies

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Donald R. Kretz:
Experimentally Evaluating Bias-Reducing Visual Analytics Techniques in Intelligence Analysis. 111-135
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Paul Parsons:
Promoting Representational Fluency for Cognitive Bias Mitigation in Information Visualization. 137-147
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Po-Ming Law, Rahul C. Basole:
Designing Breadth-Oriented Data Exploration for Mitigating Cognitive Biases. 149-159
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Poorna Talkad Sukumar, Ronald A. Metoyer:
A Visualization Approach to Addressing Reviewer Bias in Holistic College Admissions. 161-175
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Margit Pohl:
Cognitive Biases in Visual Analytics - A Critical Reflection. 177-184

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