sDoc: Exploring social wisdom for document enhancement in web mining

International Conference on Information and Knowledge Management, Proceedings

Volumn , Issue , 2009, Pages 395-404

  Zhang, Xiaoxun ^a   Yang, Lichun ^b   Wu, Xian ^a   Guo, Honglei ^a   Guo, Zhili ^a   Bao, Shenghua ^a   Yu, Yong ^b   Su, Zhong ^a  

^a IBM CHINA RESEARCH LAB   (China)

^b SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Content enhancement; Document representation; Social annotation; Social document; Social metadata

Indexed keywords

CONTENT ENHANCEMENT; CONTENT MODEL; DOCUMENT REPRESENTATION; DOCUMENT SEMANTICS; MUTUAL REINFORCEMENT; SEARCH QUERIES; SEMANTIC CONTENT; SOCIAL REPRESENTATIONS; TEXTUAL CONTENT; TWO-STREAM; WEB DATA; WEB DOCUMENT; WEB MINING; WEB VISITORS;

KNOWLEDGE MANAGEMENT; METADATA; SEMANTICS; WORLD WIDE WEB;

REINFORCEMENT;

EID: 74549196222     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1645953.1646005     Document Type: Conference Paper

References (40)

1. S. Brin and L. Page. The Anatomy of a Large-Scale Hypertextual Web Search Engine, In Journal of Computer Networks and ISDN Systems, 30(17): pp.107-117, 1998.
2. G. Xue, H. Zeng, Z. Chen, Y. Yu, W. Ma, W. Xi, and W. Fan. Optimizing Web Search Using Web Click-through Data. In Proc. of CIKM 2005, pp.118-126.
3. S. Bao, X. Wu, B. Fei, G. Xue, Z. Su, and Y. Yu. Optimizing Web Search Using Social Annotations. In Proc. of WWW 2007, pp.501-510.
4. H. Oh, S. Myaeng, and M. Lee. A Practical Hypertext Categorization Method using Links and Incrementally Available Class Information. In Proc. of SIGIR 2000, pp. 264-271.
5. D. Shen, J. Sun, Q. Yang, and Z. Chen. A Comparison of Implicit and Explicit Links for Web Page Classification. In Proc. of WWW 2006, pp.643-650, 2006.
6. J. Ponte and W. Croft. A Language Modeling Approach to Information Retrieval. In Proc. of SIGIR 1998, pp. 275-281.
7. E. Glover, K. Tsioutsiouliklis, S. Lawrence, D. Pennock, and G. Flake. Using Web Structure for Classifying and Describing Web Pages. In Proc. of WWW 2002, pp. 562-569.
8. H. Cui, J. Wen, J. Nie, and W. Ma. Probabilistic Query Expansion using Query Logs, In Proc. of WWW 2002, pp. 325-332.
9. D. Brian, G. David, and B. David. Finding Relevant Website Queries, in Proc. of WWW 2003, pp. 20-24.
10. C. Brooks and N. Montanez. Improved Annotation of the Blogosphere via Autotagging and Hierarchical Clustering. In Proc. of WWW 2006, pp. 625-632.
11. G. Mishne. AutoTag: A Collaborative Approach to Automated Tag Assignment for Weblog Posts. In Proc. of WWW 2006, poster.
12. X. Wang, L. Zhang, F. Jing, and W. Ma: AnnoSearch: Image Auto-Annotation by Search. In Proc. of CVPR 2006, pp. 1483-1490.
13. G. Jeh and J. Widom. SimRank: A Measure of Structural-Context Similarity. In Proc. of SIGKDD 2002, pp.538-543.
14. P. Chirita, S. Costache, S. Handschuh and W. Nejdl. PTAG: Large Scale Automatic Generation of Personalized Annotation TAGs for the Web. In Proc. of WWW 2007. pp 845-854.
15. W. Yih, J. Goodman, and V. Carvalho. Finding Advertising Keywords on Web Pages. In Proc. of WWW 2006, pp. 213-222.
16. A. Shakery and C. Zhai. A Probabilistic Relevance Propagation Model for Hypertext Retrieval. In Proc. of CIKM 2006, pp 550-558.
17. J. Kleinberg. Authoritative Sources in a Hyperlinked Environment. In Proc. of 9th Annual ACM-SIAM Symposium. Discrete Algorithms, pp. 668-677, 1998
18. T. Mitchell. Machine Learning. McGraw-Hill, 1997.
19. Q. Zhao, T. Liu, S. Bhowmick, and W. Ma. Event Detection from Evolution of Click-through Data. In Proc. of SIGKDD2006. pp. 484-493.
20. X. Wu, L. Zhang, and Y. Yu. Exploring Social Annotations for the Semantic Web. In: Proc. of WWW 2006, pp. 417-426.
21. R. Kraft and J. Zien. Mining Anchor Text for Query Refinement, In Proc. of WWW2004, pp. 666-674.
22. A. McCallum and K. Nigam. A Comparison of Event Models for Naive Bayes Text Classification. In AAAI-98 Workshop on Learning for Text Categorization, pp. 22-28.
23. S. Robertson, S. Walker, M. Beaulieu, A. Gull, and M. Lau. Okapi at TREC. In Proc. of TREC 1992, pp.21-30.
24. N. Craswell, D. Hawking, and S. Robertson. Effective Site Finding using Link Anchor Information. In Research and Development in Information Retrieval, pp. 250-257, 2001.
25. J. Wen, J. Nie, and H. Zhang. Clustering User Queries of a Search Engine. In Proc. of WWW 2001, pp. 162-168.
26. P. Mika. Ontologies Are Us: A Unified Model of Social Network and Semantics. In Proc. of ISWC 2005. pp. 522-536.
27. http://en.wikipedia.org
28. G. Salton and M. J. McGill. Introduction to Modern Information Retrieval. McGraw-Hill, New York, 1983.
29. L. Page, S. Brin, R. Motwani, and T. Winograd. The PageRank Citation Ranking: Bringing Order to the Web. Technical report, Stanford, 1998.
30. http://del.icio.us
31. http://www.youtube.com
32. O. Mcbryan, GENVL and WWWW: Tools for Taming the Web. In Proc. of WWW 1994, pp. 79-90.
33. D. Zhou, O. Bousquet, T. N. Lal, J. Weston, and B. Schölkopf. Ranking on Data Manifolds. In Proc. of NIPS 2003, pp. 169-176.
34. http://www.dmoz.org
35. D. Zhou, O. Bousquet, T. N. Lal, J. Weston, and B. Schölkopf. Learning with Local and Global Consistency. In Proc. of NIPS 2003, pp. 321-328.
36. http://www.flickr.com
37. http://blog.del.icio.us/
38. http://www.google.com/
39. S. Deerwester, S. T. Dumais, G. W. Furnas, T. K. Landauer, and R. Harshman. Indexing by latent semantic analysis. Journal of American Society for Information Science, pp. 391-407, 1990.
40. T. Hofmann. Probabilistic latent semantic indexing. In Proc. of SIGIR 1999, pp. 35-44.