Recommendation Algorithm by Item Classification Using Preference Difference Metric |
Park, Chan-Soo
(Chung-Ang Univ.)
Hwang, Taegyu (Chung-Ang Univ.) Hong, Junghwa (Chung-Ang Univ.) Kim, Sung Kwon (Chung-Ang Univ.) |
1 | B. Sarwar, G. Karypis, J. Konstan and J. Reidl, "Item-based collaborative filtering recommendation algorithm," Proc. of the 10th international conference on WorldWideWeb, pp. 285-295, 2001. |
2 | J. Bobadilla, F. Ortega, A. Hernando and J. Vernal, "A collaborative filtering approach to mitigate the new user cold start problem," Knowledge-Based Systems, Vol. 26, pp. 225-238, 2012. DOI |
3 | Y. Koren, R. Bell, C. Volinsky, "Matrix Factorization Techniques for Recommender Systems," Computer, Vol. 42, Issue 8, pp. 42-49, 2009. |
4 | Tsang-Hsiang Cheng, Hung-Chen Chen, Wen-Ben Lin, Yen-Hsien Lee, "Collaborative Filtering With User Interest Evolution," Proc. of the 15th Pacific Asia Conference on Information Systems, paper 45, pp. 1-12, 2011. |
5 | Paolo Cremonesi, Yehuda Koren, Roberto Turrin, "Performance of recommender algorithms on top-n recommendation tasks," Proc. of the fourth ACM conference on Recommender systems, pp. 39-46, 2010. |
6 | Hyung Jun Ahn, "A new similarity measure for collaborative filtering to alleviate the new user cold-starting problem," Information Sciences: an International Journal, Vol. 178, Issue 1, pp. 37-51, 2008. DOI |