Improved collaborative filtering algorithm via information transformation

International Journal of Modern Physics C

Volumn 20, Issue 2, 2009, Pages 285-293

  Liu, Jian Guo ^a,b,c   Wang, Bing Hong ^a,b,c   Guo, Qiang ^d  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b UNIVERSITY OF SHANGHAI FOR SCIENCE AND TECHNOLOGY   (China)

^c UNIVERSITY OF FRIBOURG   (Switzerland)

^d DALIAN NATIONALITIES UNIVERSITY   (China)

Author keywords

Bipartite network; Collaborative filtering; Recommendation systems

Indexed keywords

EID: 65249088955     PISSN: 01291831     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0129183109013613     Document Type: Article

References (19)

1. A. Broder, R. Kumar, F. Moghoul, P. Raghavan, S. Rajagopalan, R. Stata, A. Tomkins and J. Wiener, Comput. Network 33, 309 (2000).
2. P. Resnick and H. R. Varian, Commun. ACM 40, 56 (1997).
3. J. L. Herlocker, J. A. Konstan, K. Terveen and J. T. Riedl, ACM Trans. Inf. Syst. 22, 5 (2004).
4. J. A. Konstan, B. N. Miller, D. Maltz, J. L. Herlocker, L. R. Gordon and J. Riedl, Commun. ACM 40, 77 (1997).
5. M. Balabanović and Y. Shoham, Commun. ACM 40, 66 (1997).
6. M. J. Pazzani, Artif. Intell. Rev. 13, 393 (1999).
7. D. Billsus and M. Pazzani, Proc. Int. Conf. Machine Learning (1998).
8. B. Sarwar, G. Karypis, J. Konstan and J. Riedl, Proc. ACM WebKDD Workshop (2000).
9. K. Goldberg, T. R.oeder, D. Gupta and C. Perkins, Inf. Retrieval 4, 133 (2001).
10. Y.-C. Zhang, M. Blattner and Y.-K. Yu, Phys. Rev. Lett. 99, 154301 (2007).
11. Y.-C. Zhang, M. Medo, J. Ren, T. Zhou, T. Li and F. Yang, Eur. Phys. Lett. 80, 68003 (2007).
12. T. Zhou, J. Ren, M. Medo and Y.-C. Zhang, Phys. Rev. E 76, 046115 (2007).
13. T. Zhou, L.-L. Jiang, R.-Q. Su and Y.-C. Zhang, Eur. Phys. Lett. 81, 58004 (2008).
14. G. Adomavicius and A. Tuzhilin, IEEE Trans. Know. Data Eng. 17, 734 (2005).
15. Z. Huang, H. Chen and D. Zeng, ACM Trans. Inf. Syst. 22, 116 (2004).
16. B. Sarwar, G. Karypis, J. Konstan and J. Reidl, Proceedings of the ACM Conference on Electronic Commerce (ACM, New York, 2000), p. 158.
17. F. W. Walter, S. Battiston and F. Schweitzer, Auton. Agent Multi-Agent Syst. 16, 1573 (2008).
18. Q. On, Y.-D. Jin, T. Zhou, B.-H. Wang and B.-Q. Yin, Phys. Rev. E 75, 021102 (2007).
19. P. G. Lind, L. R. da Silva, J. S. Andrade and H. J. Herrmann, Phys. Rev. E 76, 036117 (2007).