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A Systematic Review of Visualization Recommendation Systems: Goals, Strategies, Interfaces, and Evaluations by Zehua Zeng at Abbey's Bookshop,
A Systematic Review of Visualization Recommendation Systems: Goals, Strategies, Interfaces, and Evaluations...
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Zehua Zeng Leilani Battle

A Systematic Review of Visualization Recommendation Systems

Goals, Strategies, Interfaces, and Evaluations

Zehua Zeng,  Leilani Battle

$106.95   $85.28

Paperback

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English
now publishers Inc
10 September 2024
Database design & theory
Series: Foundations and Trends® in Databases
Visualization recommendation systems help data analysts navigate large, complex datasets by generating visualizations of meaningful patterns, outliers, and insights that could influence downstream decision-making. However, recommendations can easily mislead or confuse analysts when they are not developed with care.

This monograph reviews how visualization recommendation systems have been designed over the last 25 years, and classifies them by their underlying recommendation goals and high-level implementation strategies, including the user interfaces provided for navigating and interpreting the recommended visualizations. To understand their efficacy, this work also reviews how visualization recommendation systems are evaluated in the literature. Given these observations, several open challenges and promising directions for future work in designing effective visualization recommendation systems are presented.
By:   ,
Imprint:   now publishers Inc
Country of Publication:   United States
Dimensions:   Height: 234mm,  Width: 156mm, 
Weight:   137g
ISBN:   9781638284024
ISBN 10:   1638284024
Series:   Foundations and Trends® in Databases
Pages:   88
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active

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