A Survey of Word Cloud Visualization

Chen Bao, Yunhai Wang
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引用次数: 4

Abstract

: Word cloud is a popular text visualization technique that extracts keywords from text and displays them on the 2D space aesthetically. Word cloud is often used to display contents, aid text analysis and attract readers. In this work, the design space of word cloud is introduced from three aspects: visual encoding, layout and interaction. Then current word cloud design researches are summarized by four categories: semantic word clouds, shape-constrained word clouds, interactive word clouds and multi-document word clouds. Several works related to word cloud evaluation are also concluded. Finally, research challenges in semantic word clouds, shape-con-strained word clouds, multi-document word clouds and Chinese word clouds, and suggest future work of word cloud visualization are discussed.
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词云可视化研究综述
:词云是一种流行的文本可视化技术,它从文本中提取关键字,并将其美观地显示在二维空间上。词云通常用于显示内容、辅助文本分析和吸引读者。本作品从视觉编码、布局和交互三个方面介绍了词云的设计空间。然后将当前的词云设计研究归纳为四大类:语义词云、形状约束词云、交互词云和多文档词云。最后总结了与词云评价相关的几项工作。最后,对语义词云、形状约束词云、多文档词云和中文词云等方面的研究挑战进行了讨论,并对今后的工作提出了建议。
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来源期刊
计算机辅助设计与图形学学报
计算机辅助设计与图形学学报 Computer Science-Computer Graphics and Computer-Aided Design
CiteScore
1.20
自引率
0.00%
发文量
6833
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