Discovery of user preference in personalized design recommender system through combining collaborative filtering and content-based filtering

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

Volumn 2843, Issue , 2003, Pages 320-327

  Jung, Kyung Yong ^a   Jung, Jason J ^a   Lee, Jung Hyun ^a  

^a Inha University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

RECOMMENDER SYSTEMS; TEXTILE INDUSTRY;

CONTENT BASED FILTERING; MATERIAL DEVELOPMENT; PERSONAL EXPERIENCE; PERSONALIZATIONS; TEXTILE DESIGNS;

COLLABORATIVE FILTERING;

EID: 0242329349     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-39644-4_29     Document Type: Article

References (8)

1. M. Balabanovic, and Y. Shoham, "Fab: Content-based, Collaborative Recommendation," Communication of the Association of Computing Machinery, 40(3), pp. 66-72, 1997.
2. J. S. Breese. D. Heckerman. C. Kadie. "Empirical Analysis of Predictive Algorithms for Collaborative Filtering," Proc. of the 14th Conference on Uncertainty in AI, 1998.
3. J. Herlocker, et al., "An Algorithm Framework for Performing Collaborative Filtering," In Proc. of ACM SIGIR'99, 1999.
4. Badrul M. Sarwar, et al., "Using filtering agents to improve prediction quality in the grouplens research collaborative filtering system," In Proc. of ACM CSCW'98, 1998.
5. K. Y. Jung, J. K. Ryu, and J. H. Lee, "A New Collaborative Filtering Method using Representative Attributes-Neighborhood and Bayesian Estimated Value," Proc. of ICAI'02, USA, pp. 709-715, 2002.
6. K. Y. Jung, J. H. Lee, "Prediction of User Preference in Recommendation System using Association User Clustering and Bayesian Estimated Value," LNAI 2557, 15th Australian Joint Conference on Artificial Intelligence, pp. 284-296, 2002.
7. M. Pazzani, "A Framework for Collaborative, Content-Based and Demographic Filtering,"AI Review, pp. 393-408, 1999.
8. P. Resnick, et. al., "GroupLens: An Open Architecture for Collaborative Filtering of Netnews," Proc. of ACM CSCW'94, pp. 175-186, 1994.