Emerging semantic communities in peer web search

P2PIR 2006: International Workshop on Information Retrieval in Peer-to-Peer Networks

Volumn , Issue , 2006, Pages 1-8

  Akavipat, R ^a   Wu, L S ^a   Menczer, F ^a   Maguitman, A G ^b  

^a INDIANA UNIVERSITY   (United States)

^b UNIVERSIDAD NACIONAL DEL SUR   (Argentina)

Author keywords

Coverage; Global coherence; Peer search; Semantic locality; Small world networks; Topical semantic similarity

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; INFORMATION RETRIEVAL; SEARCH ENGINES; SEMANTICS; TOPOLOGY;

GLOBAL COHERENCE; SEMANTIC LOCALITY; SMALL-WORLD NETWORKS; TOPICAL SEMANTIC SIMILARITY;

INFORMATION SYSTEMS;

EID: 34547656104     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1183579.1183581     Document Type: Conference Paper

References (35)

1. R. Akavipat, L.-S. Wu, and F. Menczer. Small world peer networks in distributed Web search. In Alt. Track Papers and Posters Proc. 13th International World Wide Web Conference, pages 396-397, 2004.
2. E. Amitay, D. Carmel, R. Lempel, and A. Softer. Scaling ir-system evaluation using term relevance sets. In SIGIR '04: Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, pages 10-17, New York, NY, USA, 2004. ACM Press.
3. S. Androutsellis-Theotokis and D. Spinellis. A survey of peer-to-peer content distribution technologies. ACM Comput. Surv., 36(4):335-371, 2004.
4. R. Baeza-Yates and B. Ribeiro-Neto. Modern Information Retreival. ACM Press, New York, 1999.
5. M. Bawa, R. Bayardo Jr, S. Rajagoplan, and E. Shekita. Make it fresh, make it quick -searching a network of personal webservers. In Proc. 12th International World Wide Web Conference, 2003.
6. H. Chu and M. Rosenthal. Search engines for the World Wide Web: A comparative study and evaluation methodology. In Annual Conference Proceedings (ASIS'96), pages 127-135, October 1996.
7. A. Clauset and C. Moore. How do networks become navigable? Technical report, arXiv.org:cond-mat/0309415, 2004.
8. A. Crespo and H. Garcia-Molina. Semantic overlay networks for P2P systems. Technical report, Computer Science Department, Stanford University, 2002.
9. S. Deerwester, S. Dumais, F. GW, T. Landauer, and R. Harshman. Indexing by Latent Semantic Analysis. Journal of the American Society for Information Science,4l:39l-401, 1990.
10. M. Girvan and M. Newman. Community structure in social and biological networks. Proc. Natl. Acad. Sci. USA, 99:8271-8276, 2002.
11. S. Joseph. Neurogrid: Semantically routing queries in Peer-to-Peer networks. In Proc. Intl. Workshop on Peer-to-Peer Computing, 2002.
12. V. Kalogeraki, D. Gunopulos, and D. Zeinalipour-Yazti. A local search mechanism for peer-to-peer networks. In Proc. 11th Intl. Conf. on Information and Knowledge Management (CIKM), 2002.
13. M. Khambatti, K. Ryu, and P. Dasgupta. Efficient discovery of implicitly formed P2P communities. International Journal of Parallel and Distributed Systems and Netnvrks, 5(4), 2002.
14. I. A. Klampanos, V. Poznański, J. M. Jose, and P. Dickman. A suite of testbeds for the realistic evaluation of peer-to-peer information retrieval systems. Lecture Notes in Computer Science, 3408:38-51, 2005.
15. D. Leake, A. Maguitman, and T. Reichherzer. Exploiting rich context: An incremental approach to context-based web search. In International and Interdisciplinary Conference on Modeling and Using Context, CONTEXT'05, pages 254-267, Paris, France, July 2005. Springer.
16. D. Lin. An information-theoretic definition of similarity. In Proceedings of the Fifteenth International Conference on Machine Learning, pages 296-304. Morgan Kaufmann Publishers Inc., 1998.
17. J. Lu and J. Callan. Content-based retrieval in hybrid peer-to-peer networks. In Proc. 12th Intl. Conf. on Information and Knowledge Management (CIKM'03), 2003.
18. J. Lu and J. Callan. Federated search of text digital libraries in hierarchical peer-to-peer networks. In Proc. 27th European Conference on Information Retrieval (ECIR), 2005.
19. A. G. Maguitman, F. Menczer, F. Erdinc, H. Roinestad, and A. Vespignani. Algorithmic computation and approximation of semantic similarity. World Wide Web, 2006. Published online at http://dx.doi.org/10.1007/s11280-006-8562-2.
20. A. G. Maguitman, F. Menczer, H. Roinestad, and A. Vespignani. Algorithmic detection of semantic similarity. In WWW '05: Proceedings of the 14th International Conference on World Wide Web, pages 107-116, New York, NY, USA, 2005. ACM Press.
21. A. G. Maguitman, F Menczer, H. Roinestad, and A. Vespignani. Algorithmic detection of semantic similarity. In Proc. 14th International World Wide Web Conference, pages 107-116, 2005.
22. G. Pant, P. Srinivasan, and F. Menczer. Crawling the Web. In M. Levene and A. Poulovassilis, editors, Web Dynamics. Springer, 2004.
23. J. Pujol, R. Sangüesa, and J. Bermúdez. Porqpine: A distributed and collaborative search engine. In Proc. 12th Intl. World Wide Web Conference, 2003.
24. F. Radicchi, C. Castellano, F. Cecconi, V. Loreto, and D. Parisi. Defining and identifying communities in networks. Proc. Nat. Acad. Sci. USA, 101 (9):2658-2663, 2004.
25. P. Resnik. Using information content to evaluate semantic similarity in a taxonomy. In IJCAI, pages 448-453, 1995.
26. T Saracevic. Evaluation of evaluation in information retrieval. In Proceedings of SIGIR, pages 138-146, 1995.
27. K. Sripanidkulchai, B. Maggs, and H. Zhang. Efficient content location using interest-based locality in peer-to-peer systems. In Proc. INFOCOM Conference, 2004.
28. C. Suel, J.-W. Wu, J. Zhang, A. Delis, M. Kharrazi, X. Long, and K. Shanmugasundaram. ODISSEA: A Peer-to-Peer architecture for scalable Web search and information retrieval. In International Workshop on the Web and Databases (WebDB), 2003.
29. C. Tang, Z. Xu, and S. Dwarkadas. Peer-to-peer information retrieval using self-organizing semantic overlay networks. In Proc. ACM SIGCOMM '03, 2003.
30. D. Tsoumakos and N. Roussopoulos. Adaptive probabilistic search for peer-to-peer networks. In Proc. 3rd International Conference on Peer-to-Peer Computing (P2P), 2003.
31. S. Voulgaris, A. Kermarrec, L. Massoulié, and M. van Steen. Exploiting semantic proximity in peer-to-peer content searching. In Proc. 10th Intl. Workshop on Future Trends in Distributed Computing Systems (FTDCS), 2004.
32. S. Waterhouse. JXTA Search: Distributed search for distributed networks. Technical report, Sun Microsystems Inc., 2001.
33. D. Watts and S. Strogatz. Collective dynamics of "small-world" networks. Nature, 393:440-442, 1998.
34. L. Wishard. Precision among Internet search engines: An earth sciences case study. Issues in Science and Technology Librarianship, Spring 1998.
35. L.-S. Wu, R. Akavipat, and F. Menczer. 6S: Distributing crawling and searching across Web peers. In Proceedings of the IASTED International Conference on Web technologies, Applications, and Services, Calgary, Canada, July 2005.