WMR - A graph-based algorithm for friend recommendation

Proceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings), WI'06

Volumn , Issue , 2006, Pages 121-128

  Lo, Shuchuan ^a   Lin, Chingching ^a  

^a NATIONAL TAIPEI UNIVERSITY OF TECHNOLOGY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; MESSAGE PASSING; REAL TIME SYSTEMS; WEBSITES;

BOOK RECOMMENDATION; REAL MESSAGE INTERACTION;

GRAPH THEORY;

EID: 42549165495     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WI.2006.202     Document Type: Conference Paper

References (22)

1. Lo, S., "Online Customer Segment Based on Two-stageK-means," Technique Report of E-commerce Technology Laboratory, National Taipei University of Technology, Taipei, Taiwan, 2004.
2. Buckley, C., and Salton, G., "Optimization of relevance feedback weights," In Proceedings of the 18th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seattle, July 1995.
3. Krulwich, B., and Burkey, C., "Learning user information interests throug hextraction of semantically significant phrases," In Proceedings of the AAAI Spring Symposium on Machine Learning in Information Access, Stanford, Calif., March 1996.
4. Lang, K., "Newsweeder: Learning to filter netnews," In Proceedings of the 12th International Conference on Machine Learning, Tahoe City, Calif., USA, 1995.
5. Herlocker, J. L., Konstan, J. A., and Riedl, J, "Explaining Collaborative Filtering Recommendations," In Proceeding of ACM 2000 Conference on Computer Supported Cooperative Work, 2000.
6. Resnick, P., Iacovou, N., Suchak, M., Bergstrom, P., and Riedl, J., "GroupLens: An Open Architecture for Collaborative Filtering of Netnews," In Proceedings of CSCW '94, Chapel Hill, NC
7. Sarwar, B. M., Karypis, G., Konstan, J. A. and Riedl, J., "Item-Based Collaborative Filtering Recommendation Algorithms," In Proceedings of the 10th international World Wide Web Conference, 2001, pp. 285-295.
8. Shardanand, U. and Maes, P., "Social Information Filtering: Algorithms for Automating 'Word of Mouth'," In Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems, 1995, pp.210-217.
9. Konstan, J., Miller, B., Maltz, D., Herlocker, J., Gordon, L, and Riedl, J., "GroupLens: Applying Collaborative Filtering to Usenet News.," Communications of the ACM, 40(3), pp. 77-87.
10. Terveen, L., Hill, W., Amento, B., McDonald, D., and Creter, J., "PHOAKS: A System for Sharing Recommendations," Communications of the ACM, 40(3). pp. 59-62.
11. Breese, J. S., Heckerman, D., and Kadie, C, "Empirical Analysis of Predictive Algorithms for Collaborative Filtering'" In Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence, 1998, pp. 43-52.
12. Ungar, L. H., and Foster, D. P., "Clustering Methods for Collaborative Filtering," In Workshop on Recommender Systems at the 15th National Conference on Artificial Intelligence, 1998.
13. Basu, C., Hirsh, H., and Cohen, W., "Recommendation as Classification: Using Social and Content-based Information in Recommendation," In Proceeding of Recommender System Workshop, 1998, pp. 11-15.
14. Sarwar, B. M., Karypis, G., Konstan, J. A. and Riedl. J., "Analysis of Recommendation Algorithms for E-Commerce," In Proceedings of the ACM EC'00 Conference," Minneapolis, MN. pp. 158-167.
15. Melville, P., Mooney, R. J., & Nagarajan, R , "Content-boosted collaborative filtering for improved recommendations , " In Proceedings of the 18th National Conference on Artificial Intelligence, 2002, pp. 187-192.
16. Huang, Z., Chung, W., Ong, T. and Chen, H., " A Graph-based Recommender System for Digital Library," In Proceedings of JCDL'02, July 13-17, 2002, Portland, Uregon, USA.
17. Herlocker, J. L. and Konstan, J. A. ,"Content-Independent Task-Focused Recommendation," IEEE Educational Activities Department, vol.5, no.6, November 2001, pp. 40-47.
18. Kazuhiro, I. Y , Shogo.N , "Content-based Filtering System for Music Data," In Proceedings of the 2004 International Symposium on Applications and the Internet Workshops, 2004.
19. Kowalski, G., Information Retrieval Systems: Theory and Implementation. Kluwer, Academic Publishers, Norwell, MA, 1997.
20. Yang, Y., and Liu, X., "A Re-examination of Text Categorization Methods," In Proceedings of ACM SIGIR'99 conference, 1999, pp 42-49.
21. Milgram, S., "The small-world problem," Psychology Today, 2, pp. 60-67.
22. Reichheld, F. F., "Lead for Loyalty," Harvard Business Review, March/April, 1996.