Modelling an individual's web search interests by utilizing navigational data

Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008

Volumn , Issue , 2008, Pages 691-695

  Wen, Hao ^a   Fang, Liping ^a   Guan, Ling ^a  

^a RYERSON UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

EXPERIMENTS; INFORMATION RETRIEVAL; NAVIGATION; SIGNAL PROCESSING; TECHNICAL PRESENTATIONS;

CUMULATIVE WEIGHTS; THREE STEPS; USER'S INTERESTS; WEB PAGES; WEB SEARCHES;

WORLD WIDE WEB;

EID: 58049130226     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MMSP.2008.4665164     Document Type: Conference Paper

References (17)

1. R. Baeze-Yates and B. Ribeiro-Neto, Modern Information Retrieval, New York: ACM Press and Addison-Wesley, 1999.
2. Z. Dou, R. Song, and J. Wen, "A large-scale evaluation and analysis of personalized search strategies," in Proc. of the 16th Int. Conf. on World Wide Web, 2007, pp. 581-590.
3. Z. Ma, G. Pant, and S. Liu, "Interest-based personalized search," ACM Trans. Inform. Syste., vol. 25, no. 1, article 5, 2007.
4. T. Van and M. Beigbeder, "Hybrid method for personalized search in scientific digital libraries," Computational Linguistics and Intelligent Text Processing. Berlin, Germany: Springer, 2008, vol. 4919, pp. 512-521.
5. X. Shen, B. Tan, and C. Zhai, "Implicit user modeling for personalized search," in Proc. of the 14th ACM Int. Conf. on Information and Knowledge Management, 2005, pp. 824-831.
6. F. Qiu and J. Cho, "Automatic identification of user interest for personalized search," in Proc. of the 15th Int. Conf. on World Wide Web, WWW'06, 2006, pp. 727-736.
7. S. Gunduz and M.T. Ozsu, "A user interest model for Web page navigation," in Proc. of Int. Workshop on Data Mining for Actionable Knowledge, 2003.
8. S. Noh, H. Seo, J. Choi, K. Choi, and G. Jung, "Classifying Web pages using adaptive ontology," in Proc. of the 2003 IEEE Int. Conf. on Systems, Man and Cybernetics, 2003, pp. 2144-2149.
9. R. Neches, R.E. Fikes, T. Finin, T.R. Gruber, T. Senator, and W.R. Swartout, "Enabling technology for knowledge sharing," AI Magazine, vol. 12, no. 3, pp. 36-56, 1991.
10. F. Frederico, "The double role of ontologies in information science research: Research articles," Journal of the American Society for Information Science and Technology, vol. 58, no. 6, pp. 786-793, 2007.
11. A. Gonez-Perez, M. Fernandez-Lopez, and O. Corcho, Ontological Engineering, London, Springer-Verlag , 2004.
12. W3C 2006, "SPARQL query language for RDF," W3C Candidate Recommendation, April, 2006. [Online]. Available: www.w3.org/TR/rdf-sparal- query/.
13. D. Fensel, I. Horrocks, F.V. Harmelen, D.L. McGuinness, and P.F. Patel-Schneider, "OIL: An ontology infrastructure for the semantic web," IEEE Intelligent Systems, vol. 16, no. 2, pp 38-45, 2001.
14. W3C 2004, "OWL Web ontology language overview," W3C Recommendation 10 Feb, 2004. [Online]. Available: www.w3.org/TR/2004/REC-owl- features-20040210/.
15. S. Kotsiantis, and P. Pintelas, "Logiboost of simple Bayesian classifer," Informatica, vol. 29, no. 1, pp. 53-59, 2005.
16. A. Mittal, A. Kassim, and T. Tan, Bayesian Network Technologies: Applications and Graphical Models, Hershey, PA: IGI Pub., 2007.
17. J. K. Ghosh, M. Delampady, and T. Samanta, An Introduction to Bayesian Analysis, Theory and Methods, New York: Springer Science+Business Media, 2006.