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Issue No.06 - November/December (2010 vol.30)
pp: 42-53
Weiwei Cui , Hong Kong University of Science and Technology, Hong Kong
Yingcai Wu , Hong Kong University of Science and Technology, Hong Kong
Shixia Liu , IBM China Research Lab, Beijing
Furu Wei , IBM China Research Lab, Beijing
Michelle Zhou , IBM China Research Lab, Beijing
Huamin Qu , Hong Kong University of Science and Technology, Hong Kong
The proposed method uses context-preserving, dynamic word clouds to illustrate content evolution. It generates a sequence of word clouds in which related words are grouped together. This sequence is then coupled with a trend chart that summarizes content changes so that users can better explore large collections of documents.
text visualization, word clouds, visual summarization, visual analysis, computer graphics, graphics and multimedia
Weiwei Cui, Yingcai Wu, Shixia Liu, Furu Wei, Michelle Zhou, Huamin Qu, "Context-Preserving, Dynamic Word Cloud Visualization", IEEE Computer Graphics and Applications, vol.30, no. 6, pp. 42-53, November/December 2010, doi:10.1109/MCG.2010.102
1. Y. Hassan-Montero and V. Herrero-Solana, "Im-proving Tag-Clouds as Visual Information Retrieval Interfaces," Proc. Int'l Conf. Multidisciplinary Information Sciences and Technologies, ACM Press, 2006, pp. 25–28.
2. F.B. Viégas, M. Wattenberg, and J. Feinberg, "Par-ticipatory Visualization with Wordle," IEEE Trans. Visualization and Computer Graphics, vol. 15, no. 6, 2009, pp. 1137–1144.
3. C. Seifert et al., "On the Beauty and Usability of Tag Clouds," Proc. Int'l Conf. Information Visualization, IEEE Press, 2008, pp. 17–25.
4. K. Fujimura et al., "Topigraphy: Visualization for Large-Scale Tag Clouds," Proc. 17th Int'l Conf. World Wide Web (WWW 08), ACM Press, 2008, pp. 1087–1088.
5. C. Wang, H. Yu, and K.-L. Ma, "Importance-Driven Time-Varying Data Visualization," IEEE Trans. Visuali-zation and Computer Graphics, vol. 14, no. 6, 2008, pp. 1547–1554.
6. M. de Berg et al., Computational Geometry: Algorithms and Applications, 2nd ed., Springer, 2000.
7. H. Schütze, "Automatic Word Sense Discrimination," Computational Linguistics, vol. 24, no. 1, 1998, pp. 97–123.
8. I. Borg and P.J.F. Groenen, Modern Multidimensional Scaling: Theory and Applications, 2nd ed., Springer, 2005.
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