Semantic web usage mining by a concept-based approach for off-line web site enhancements

Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008

Volumn , Issue , 2008, Pages 234-241

  Ríos, Sebastián A ^a   Velásquez, Juan D ^a  

^a UNIVERSITY OF CHILE   (Chile)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION THEORY; MINING; SEMANTICS; WORLD WIDE WEB;

CONCEPT-BASED APPROACHES; MINING PROCESS; OFFLINE; SITE ORGANIZATIONS; WEB SITES; WEB USAGE MININGS;

DATA MINING;

EID: 62949214235     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WIIAT.2008.406     Document Type: Conference Paper

References (18)

1. N. Ampazis and S. J. Perantonis. Lsisom - a latent semantic indexing approach to self-organizing maps of document collections. Neural Processing Letters, V19(2):157-173, Apr. 2004.
2. R. Chau and C.-H. Yen. Filtering multilingual Web content using fuzzy logic and self-organizing maps. Neural Comput. Appl., 13(2): 140-148, 2004.
3. M. Eirinaki, M. Vazirgiannis, and I. Varlamis. SEWeP: using site semantics and a taxonomy to enhance the Web personalization process. In KDD '03: Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining, pages 99-108, New York, NY, USA, 2003. ACM Press.
4. A. Geyer-Schulz and M. Hahsler. Comparing Two Recommender Algorithms with the Help of Recommendations by Peers, volume 2703 of Lecture Notes in Computer Science. Sept. 2003.
5. B. Liu and K. Chen-Chuan-Chang. Editorial: special issue on web content mining. SIGKDD Explor. Newsl., 6(2): 1-4, 2004.
6. S. Loh. Uma abordagem baseada em conceitos para descoberta de conhecimento em textos. PhD thesis, Universidade Federal do Rio Grande do Sul, Porto Alegre: PPGC-UFRGS, Outubro2001.
7. N. Morisseau-Leroy, M. K. Solomon, and J. Basu. Oracle 8i: Programación de Componentes Java. Me Graw Hill, 2001.
8. H. Nakanishi, I. B. Turksen, and M. Sugeno. A review and comparison of six reasoning methods. Fuzzy Sets and Systems, 57(3):257-294, Aug. 1993.
9. J. Nielsen. User Interface directions for the web. Communications of ACM, 42(1):65-72, 1999.
10. S. K. Pal, V. Talwar, and P. Mitra. Web Mining in Soft Computing Framework: Relevance, state of the art and future directions. IEEE Transactions on Neural Networks, 13(5):1163-1177, September 2002.
11. M. Perkowitz. Adaptative Web Sites: Cluster Mining and Conceptual Clustering for Index Page Synthesis. PhD thesis, Univerity of Washingtong, Engineering Library Building Campus Map Box 352170 University of Washington Seattle, WA 98195-2170, 2001.
12. S. A. Ríos, J. D. Velásquez, E. S. Vera, H. Yasuda, and T. Aoki. Establishing guidelines on how to improve the web site content based on the identification of representative pages. In IEEE/WIC/ACM Int. Conf. on Web Intelligence and Intelligent Agent Technology, pages 284-288, Compiegne, France, September 2005. IEEE Computer Scociety.
13. th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), volume 4224 of Lecture Notes in Computer Science, pages 869-877, September 2006.
14. S. A. Ríos, J. D. Velásquez, E. S. Vera, H. Yasuda, and T. Aoki. Improving Web Site Content Using a Conceptbased Knowledge Discovery Process. In IEEE/WIC/ACM Int. Conf. on Web Intelligence and Intelligent Agent Technology, pages 361-365, Hong Kong, December 2006. IEEE Computer Scociety.
15. S. A. Ríos, J. D. Velásquez, H. Yasuda, and T. Aoki. Using a Self Organizing Feature Map for Extracting Representative Web Pages from a Web Site. Int. Journal of Computational Intelligence Research (IJCIR), 2(2):159-167, 2006.
16. S. A. Ríos, J. D. Velásquez, H. Yasuda, and T. Aoki. Web site off-line structure reconfiguration: A web user browsing analysis. Lecture Notes in Computer Science : Knowledge-Based Intelligent Information and Engineering Systems, pages 371-378, 2006.
17. th International Conference on Information Integration and Web-based Applications & Services, pages 39-48, September 2004.
18. J. D. Velásquez, S. A. Ríos, A. Bassi, H. Yasuda, and T. Aoki. Towards the identification of keywords in the web site text content: A methodological approach. International Journal of Web Information Systems, 1(1): 11-15, March 2005.