A Systematic Review of Visualization Recommendation Systems: Goals, Strategies, Interfaces, and Evaluations by Zeng, Zehua

A Systematic Review of Visualization Recommendation Systems: Goals, Strategies, Interfaces, and Evaluations

Visualization recommendation systems help data analysts navigate large, complex datasets by generating visualizations of meaningful patterns, outliers,...
BD$130.19 BMD
BD$130.19 BMD
SKU: 9781638284024
Product Type: Books
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Author: Zehua Zeng
Format: Paperback
Language: English
Subtotal: BD$130.19
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A Systematic Review of Visualization Recommendation Systems: Goals, Strategies, Interfaces, and Evaluations by Zeng, Zehua

A Systematic Review of Visualization Recommendation Systems: Goals, Strategies, Interfaces, and Evaluations

BD$130.19

A Systematic Review of Visualization Recommendation Systems: Goals, Strategies, Interfaces, and Evaluations

BD$130.19
Author: Zehua Zeng
Format: Paperback
Language: English
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.

Author: Zehua Zeng, Leilani Battle
Publisher: Now Publishers
Published: 09/10/2024
Pages: 88
Binding Type: Paperback
Weight: 0.30lbs
Size: 9.21h x 6.14w x 0.18d
ISBN: 9781638284024

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