A hybrid collaborative filtering algorithm based on user-item

Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010

Volumn , Issue , 2010, Pages 618-621

  Chen, Yan Ni ^a   Yu, Min ^a  

^a JIANGXI NORMAL UNIVERSITY   (China)

Author keywords

Collaborative filtering; E commerce; MAE; Recommendation system; Similarity

Indexed keywords

COLLABORATIVE FILTERING; E-COMMERCE; MAE; RECOMMENDATION SYSTEM; SIMILARITY;

ALGORITHMS; ELECTRONIC COMMERCE; INFORMATION SCIENCE;

RECOMMENDER SYSTEMS;

EID: 79952390154     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCIS.2010.156     Document Type: Conference Paper

References (12)

1. Zeng Chun, Xing Chun-xiao, and Zhou Li-zhu, "A Survey of Personalization Technology," Journal of Software, vol.13, 2002, pp.1952-1960.
2. Sarwar B, Karypis G, and Konstan J, "Analysis of recommendation algorithms for E-commerce,". Processing of 2nd ACM Conference on Electronic Commerce, 2000, pp.158-167.
3. Ma Hong-wei, Zhang Guang-wei, and Li Peng, "Survey of Collaborative Filtering Algorithms," Mini-Micro Systems, vol.7, 2009, pp.1282-1288.
4. Goldberg D, Nichols D, and Oki B M, "Using collaborative filtering to weave an informationapestry," In Communications of the ACM, vol.35, 1992, pp. 61-70.
5. Sarwar B, Karypis G, Konstan J, and Riedl J, "Item-Based collaborative filtering recommendation algorithms,". Proceedings of the 10th International World Wide Web Conference, 2001, pp.285-295.
6. Ahn HJ, "A new similarity measure for collaborative filtering to alleviate the new user cold-starting problem," Information Sciences, vol.178, 2008, pp. 37-51.
7. Deng Ai-lin, Zhu Yang-yong, and Shi Bai-le, "A Collaborative Filtering Recommendation Algorithm Based on Item Rating Prediction," Journal of Software, vol.14, 2003, pp.1621-1628.
8. Deng Ai-lin, Zuo Zi-ye, and Zhu Yang-yong, "Collaborative filtering recommendation algorithm based on item clustering," Mini-Micro Systems, vol.25, 2004, pp.1665-1670.
9. Sarwar B, Karypis G, and Konstan J, "Analysis of recommendation algorithms for E-commerce," Proceeding of the 2nd ACM Conference on Electronic Commerce, 2000, pp.158-167.
10. Lee J S, Jun C H, and Lee J, "Classification-based collaborative filtering using market basket data,"Expert System with Applications, vol.29, 2005, pp. 700-704.
11. Wolf J, Aggarwal C, and Wu K L, "Horting hatches an egg: a new graph-theoretic approach to collaborative filtering," Proceeding of the 5th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 1999, pp.201-212.
12. Cho Y B, Cho Y H, and Kim S H, "Mining changes in customer buying behavior for collaborative recommendations," Expert Systems with Applications, vol.28, 2005, pp. 359-369.