ManyInsights： A Visual Analytics Approach to Supporting Effective Insight Management

Although significant progress has been made towards effective insight discovery in visual analytics systems, there are few effective approaches for managing the large number of insights generated in visual analytics processes. This paper presents Manylnsights, a multidimensional visual analytics pro...

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Bibliographic Details
Published in:Tsinghua science and technology 2013-04, Vol.18 (2), p.171-181
Main Authors: Chen, Yang, Yang, Jing
Format: Article
Language:English
Subjects:
可视化分析系统
数据集
检索
洞察力
浏览
集成管理
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Summary:Although significant progress has been made towards effective insight discovery in visual analytics systems, there are few effective approaches for managing the large number of insights generated in visual analytics processes. This paper presents Manylnsights, a multidimensional visual analytics prototype that integrates several novel insight management approaches proposed by the authors in their previous work. These approaches include insight annotation, browsing, retrieval, organization, and association. This paper also reports a long-term case study that evaluated Manylnsights with a domain expert, realistic analytic tasks, and real datasets.
ISSN:1007-0214
1878-7606
1007-0214
DOI:10.1109/TST.2013.6509100