Community-based ranking of the social Web

HT'10 - Proceedings of the 21st ACM Conference on Hypertext and Hypermedia

Volumn , Issue , 2010, Pages 141-150

  Kashoob, Said ^a   Caverlee, James ^a   Kamath, Krishna ^a  

^a Texas AandM University   (United States)

Author keywords

Community; Ranking; Social; Tagging

Indexed keywords

CLUSTER-BASED RETRIEVAL; EMPIRICAL LIKELIHOOD; GENERATIVE MODEL; INFORMATION ORGANIZATION; K-MEANS CLUSTERING; LATENT DIRICHLET ALLOCATIONS; RANKING MODEL; RETRIEVAL MODELS; SOCIAL BOOKMARKING; SOCIAL INTERACTIONS; TAGGING MODELS; TEST DATA; WEB RESOURCES;

HYPERMEDIA SYSTEMS;

HYPERTEXT SYSTEMS;

EID: 77954905769     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1810617.1810642     Document Type: Conference Paper

References (45)

1. R. Albert and A. Barabási. Statistical mechanics of complex networks. Reviews of Modern Physics, 74(1):47-97, 2002.
2. R. Albert, H. Jeong, and A.-L. Barabasi. The diameter of the world wide web. Nature, 401:130, 1999.
3. S. Bao, G. Xue, X. Wu, Y. Yu, B. Fei, and Z. Su. Optimizing web search using social annotations. In WWW, 2007.
4. D. M. Blei, T. L. Griffiths, M. I. Jordan, and J. B. Tenenbaum. Hierarchical topic models and the nested chinese restaurant process. In NIPS, 2004.
5. D. M. Blei, A. Y. Ng, and M. I. Jordan. Latent dirichlet allocation. In JMLR, volume 3, pages 993-1022, April 2003.
6. C. H. Brooks and N. Montanez. Improved annotation of the blogosphere via autotagging and hierarchical clustering. In WWW, 2006.
7. C. Cattuto, A. Baldassarri, V. D. P. Servedio, and V. Loreto. Vocabulary growth in collaborative tagging systems, 2007.
8. C. Cattuto, A. Baldassarri, V. D. P. Servedio, and V. Loreto. Emergent community structure in social tagging systems. CoRR, 2008.
9. C. Cattuto, V. Loreto, and L. Pietronero. Collaborative tagging and semiotic dynamics, 2006.
10. A. Clauset, M. E. J. Newman, and C. Moore. Finding community structure in very large networks. Physical Review E, 70:066111, 2004.
11. D. Coppersmith, L. Fleischer, and A. Rudra. Ordering by weighted number of wins gives a good ranking for weighted tournaments. In SODA, pages 776-782, 2006.
12. S. C. Deerwester, S. T. Dumais, T. K. Landauer, G. W. Furnas, and R. A. Harshman. Indexing by latent semantic analysis. JASIST, 41(6):391-407, 1990.
13. M. Faloutsos, P. Faloutsos, and C. Faloutsos. On power-law relationships of the internet topology. In SIGCOMM, 1999.
14. M. Girvan and M. E. J. Newman. Community structure in social and biological networks. PNAS, 99:7821, 2002.
15. S. Golder and B. A. Huberman. The structure of collaborative tagging systems, Aug 2005.
16. H. Halpin, V. Robu, and H. Shepherd. The complex dynamics of collaborative tagging. In WWW, 2007.
17. T. H. Haveliwala. Topic-sensitive pagerank. In WWW, pages 517-526, May 2002.
18. G. Heinrich. Parameter estimation for text analysis. Technical report, 2004.
19. P. Heymann, G. Koutrika, and H. Garcia-Molina. Can social bookmarking improve web search? In WSDM, 2008.
20. T. Hofmann. Probabilistic latent semantic indexing. In SIGIR, pages 50-57, 1999.
21. K. Järvelin and J. Kekäläinen. Cumulated gain-based evaluation of ir techniques. TOIS, 20(4):422-446, 2002.
22. J. M. Kleinberg. Authoritative sources in a hyperlinked environment. J. ACM, 46(5):604-632, 1999.
23. H. Li, Z. Nie, W.-C. Lee, L. Giles, and J.-R. Wen. Scalable community discovery on textual data with relations. In CIKM, pages 1203-1212, 2008.
24. R. Li, S. Bao, Y. Yu, B. Fei, and Z. Su. Towards effective browsing of large scale social annotations. In WWW, 2007.
25. W. Li and A. Mccallum. Pachinko allocation: Dag-structured mixture models of topic correlations. In ICML, 2006.
26. X. Li, L. Guo, and Y. E. Zhao. Tag-based social interest discovery. In WWW, pages 675-684, 2008.
27. X. Liu and W. B. Croft. Cluster-based retrieval using language models. In SIGIR, 2004.
28. A. Mccallum, X. Wang, and A. Corrada-Emmanuel. Topic and role discovery in social networks. In IJCAI, 2005.
29. A. K. McCallum. Mallet: A machine learning for language toolkit. http://mallet.cs.umass.edu, 2002.
30. T. Minka and J. Lafferty. Expectation-propagation for the generative aspect model. In UAI, pages 352-359, 2003.
31. T. P. Minka. Estimating a dirichlet distribution. 2003.
32. L. Nie, B. D. Davison, and B. Wu. From whence does your authority come?: utilizing community relevance in ranking. In AAAI, pages 1421-1426, 2007.
33. L. Page, S. Brin, R. Motwani, and T. Winograd. The pagerank citation ranking: Bringing order to the web, 1999.
34. A. Plangrasopchok and K. Lerman. Exploiting social annotation for automatic resource discovery. In IIWeb, 2007.
35. D. Ramage, P. Heymann, C. D. Manning, and H. G. Molina. Clustering the tagged web. In WSDM, 2009.
36. S. Robertson and H. Zaragoza. The probabilistic relevance method: Bm25 and beyond. In SIGIR Tutorial, 2007.
37. C. Veres. The language of folksonomies: What tags reveal about user classification. NLDB, pages 58-69, 2006.
38. D. J. Watts and S. H. Strogatz. Collective dynamics of 'small-world' networks. Nature, (6684).
39. X. Wei and W. B. Croft. Lda-based document models for ad-hoc retrieval. In SIGIR, 2006.
40. F. Wilcoxon. Individual comparisons by ranking methods. Biometrics Bulletin, 1(6):80-83, 1945.
41. X. Wu, L. Zhang, and Y. Yu. Exploring social annotations for the semantic web. In WWW, 2006.
42. S. Xu, S. Bao, B. Fei, Z. Su, and Y. Yu. Exploring folksonomy for personalized search. In SIGIR, 2008.
43. Y. Yanbe, A. Jatowt, S. Nakamura, and K. Tanaka. Can social bookmarking enhance search in the web? In JCDL, pages 107-116, 2007.
44. D. Zhou, J. Bian, S. Zheng, H. Zha, and C. L. Giles. Exploring social annotations for information retrieval. In WWW, 2008.
45. Y. Zhou and J. Davis. Community discovery and analysis in blogspace. In WWW, pages 1017-1018, 2006.