A hybrid recommender system combining collaborative filtering with neural network

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2347 LNCS, Issue , 2002, Pages 531-534

  Lee, Meehee ^a   Choi, Pyungseok ^b   Woo, Yongtae ^b  

^a Chang Shin College   (South Korea)

^b Changwon National University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING; HYPERMEDIA SYSTEMS; RECOMMENDER SYSTEMS; SELF ORGANIZING MAPS; WEBSITES; WORLD WIDE WEB;

DEMOGRAPHIC CHARACTERISTICS; HYBRID RECOMMENDER SYSTEMS; SELF-ORGANIZING MAP NEURAL NETWORK; SOM NEURAL NETWORKS;

COLLABORATIVE FILTERING;

EID: 79957581023     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-47952-x_77     Document Type: Conference Paper

References (7)

1. Sarwar, B., Karypis, G., Konstan, J., Riedl, J.: Item-based Collaborative Filtering Recommendation Algorithms. Proceedings of the 10th International World Wide Web Conference(WWW10), Hong Kong, May (2000)
2. Sarwar, B., Karypis, G., Konstan, J., Riedl, J.: Analysis of recommendation algorithms for e-commerce. Proceedings of ACM Conference on E-Commerce (2000) 158-167
3. Mobasher, B., Dai, H., Luo, T., Nakagawa, M.: Improving the Effectiveness of Collaborative Filtering on Anonymous Web Usage Data. Proceedings of the IJCAI2001 Workshop on Intelligent Techniques for Web Personalization(ITWP01), August (2001)
4. Claypool, M., Gokhale, A., Miranda, T., Murnikov, P., Netes, D., Sartin, M.: Combining Content-Based and Collaborative Filters in an Online Newspaper. ACM SIGIR Workshop on Recommender Systems, Berkeley, CA. (1999)
5. Good, N., Schafer, B., Konstan, J., Borchers, A., Sarwar, B., Herloker, J., Riedl, J.: Combining Collaborative Filtering With Personal Agents for Better Recommendations. Proceedings of the AAAI conference. (1999) 439-446
6. O'Connor, M., Herlocker, J.: Clustering items for Collaborative Filtering. ACM SIGIR Workshop on Recommender Systems, Berkeley, CA. (1999)
7. Kohonen, T.: The Self-Organizing Map. Proceedings of the IEEE, (1990) 1564-1479