Storylines: Visual exploration and analysis in latent semantic spaces

Computers and Graphics (Pergamon)

Volumn 31, Issue 3, 2007, Pages 338-349

  Zhu, Weizhong ^a   Chen, Chaomei ^a  

^a Drexel University   (United States)

Author keywords

Latent semantic indexing; Social network analysis; Visual analytics

Indexed keywords

DATA PROCESSING; GRAPHIC METHODS; INDEXING (OF INFORMATION); SEMANTICS;

LATENT SEMANTIC INDEXING; SOCIAL NETWORK ANALYSIS; VISUAL ANALYTICS;

INFORMATION RETRIEVAL;

EID: 34248205038     PISSN: 00978493     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cag.2007.01.025     Document Type: Article

References (15)

1. Thomas JJ, Cook KA. Illuminating the path: the research and development agenda for visual analytics. National Visualization and Analytics Center; 2005.
2. Deerwester S., Dumais S.T., Furnas G.W., Landauer T.K., and Harshman R. Indexing by latent semantic analysis. Journal of the Society for Information Science 41 6 (1990) 391-407
3. Soboroff IM, Nicholas CK, Kukla JM, Ebert DS. Visualizing document authorship using n-grams and latent semantic indexing. In: Proceedings of the 1997 workshop on new paradigms in information visualization and manipulation. New York; 1997. p. 43-8.
4. Landauer T.K., Laham D., and Derr M. From paragraph to graph: Latent semantic analysis for information visualization. PNAS, April 6 101 Suppl. 1 (2004) 5214-5219
5. 〈http://www.ggobi.org/〉
6. Ding C.H. A probabilistic model for Latent Semantic Indexing. Journal of the Society for Information Science 56 6 (2005) 597-608
7. Wilkinson L., Anand A., and Grossman R. High-dimensional visual analytics: interactive exploration guided by pairwise views of point distributions. IEEE Transactions on Visualization and Computer Graphics 12 6 (2006) 1363-1372
8. Wong P.C., Foote H., Chin Jr. G., Mackey P., and Perrine K. Graph signatures for visual analytics. IEEE Transactions on Visualization and Computer Graphics 12 6 (2006) 1399-1413
9. Shen Z., Ma K.-L., and Eliassi T. Visual analysis of large heterogeneous social networks by semantic and structural abstraction. IEEE Transactions on Visualization and Computer Graphics 12 6 (2006) 1427-1439
10. Kamada T., and Kawai S. An algorithm for drawing general undirected graphs. Information Processing Letters 31 (1989) 7-15
11. 〈http://www.cs.umd.edu/hcil/VASTcontest06/dataset.htm〉
12. 〈http://nlp.stanford.edu/software/tagger.shtml〉
13. Chien LF, Huang TI, Chien MC. Pat-tree-based keyword extraction for Chinese information retrieval. Proceedings of SIGIR 1997; 1997. p. 50-8.
14. 〈http://www.alias-i.com/lingpipe/〉
15. Freeman L. Centrality in social networks: conceptual clarification. Social Networks 1 (1979) 215-239