A survey on information visualization: recent advances and challenges

被引:224
|
作者
Liu, Shixia [1 ]
Cui, Weiwei [1 ]
Wu, Yingcai [1 ]
Liu, Mengchen [1 ]
机构
[1] Microsoft Res Asia, Beijing, Peoples R China
来源
VISUAL COMPUTER | 2014年 / 30卷 / 12期
关键词
Information visualization; Interactive techniques; Large datasets; HIGH-DIMENSIONAL DATA; INTERACTIVE VISUAL ANALYSIS; GRAPH VISUALIZATION; DOCUMENT COLLECTIONS; SOCIAL NETWORKS; FOCUS REGIONS; TIME-SERIES; DESIGN; TEXT; UNCERTAINTY;
D O I
10.1007/s00371-013-0892-3
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Information visualization (InfoVis), the study of transforming data, information, and knowledge into interactive visual representations, is very important to users because it provides mental models of information. The boom in big data analytics has triggered broad use of InfoVis in a variety of domains, ranging from finance to sports to politics. In this paper, we present a comprehensive survey and key insights into this fast-rising area. The research on InfoVis is organized into a taxonomy that contains four main categories, namely empirical methodologies, user interactions, visualization frameworks, and applications, which are each described in terms of their major goals, fundamental principles, recent trends, and state-of-the-art approaches. At the conclusion of this survey, we identify existing technical challenges and propose directions for future research.
引用
收藏
页码:1373 / 1393
页数:21
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