Fusion-based recommender system

13th Conference on Information Fusion, Fusion 2010

Volumn , Issue , 2010, Pages

  Zhang, Keshu ^a   Li, Haifeng ^a  

^a MOTOROLA INC   (United States)

Author keywords

D S fusion; Decison fusion; Estimation fusion; Rank fusion; Rating; Recommender

Indexed keywords

D-S FUSION; DECISON FUSION; ESTIMATION FUSION; RANK FUSION; RECOMMENDER;

DECISION THEORY; ESTIMATION; INFORMATION FUSION;

RECOMMENDER SYSTEMS;

EID: 79952381300     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. C. Dwork, R. Kumar, M. Noar, and D. Sivakumar, "Rank aggregation methods for the web," 10th International Conference on the World Wide Web, ACM Press and Addison Wesley, 2001, pp. 613-622.
2. W. Hill, L. Stead, M. Rosenstein, and G. Furnas, "Recommending and evaluating choices in a virtual community of use," Proc. Conf. Human Factors in Computing Systems, 1995.
3. P. Resnick, N. Iakovou, M. Sushak, P. Bergstrom, and J. Riedl, "GroupLens: an open architecture for collaborative filtering of netnews," Proc. 1994 Computer Supported Cooperative Work Conf., 1994.
4. U. Shardanand and P. Maes, "Social information filtering: algorithms for automating Word of Mouth," Proc. Conf. Human Factors in Computing Systems, 1995.
5. G. Linden, B. Smith, and J. York, "Amazon.com recommendations: item-to-item collaborative filtering, IEEE Internet Computing, Jan./Feb., 2003.
6. B.N. Miller, I. Albert, S.K. Lam, J.A. Konstan, and J. Riedl, "MovieLens unplugged: experiences with an occasionally connected recommender system," Proc. Int'l Conf. Intelligent User Interfaces, 2003.
7. D. Billsus, C.A. Brunk, C. Evans, B. Gladish, and M. Pazzani, "Adaptive interfaces for ubiquitous web access," Comm. ACM, Vol 45, No. 5, pp. 34-38, 2002. (Pubitemid 135702539)
8. G. Adomavicius, and A. Tuzhilin, "Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions," IEEE Trans. on knowledge and data engineering, Vol 17, No. 6, pp. 734-749, June. 2005. (Pubitemid 40860454)
9. M. Balabanovic and Y. Shoham, "Fab: Content-Based, Collaborative Recommendation," Comm. ACM, Vol. 40, No. 3, pp. 66-72, 1997.
10. "http://movielens.umn.edu".
11. M. E.Renda, and U. Straccia, "Web metasearch: rank vs. score based rank aggregation methods," SAC, pp. 841-846, 2003.
12. P.R. Tenney, and N.R. Sandell, "Detection with distributed sensors," IEEE Trans. on aerospace and electronic systems, Vol. 17, No. 4, pp. 501-509, July 1981.
13. Z. Chair, and P.K. Varshney, "Optimal data fusion in multiple sensor detection systems," IEEE Trans. On aerospace and electronic systems, Vol. AES-22, No. 1, pp. 98-101, Jan. 1986. (Pubitemid 16572493)
14. A.P. Dempster, "A generalization of Bayesian inference," J.R.Stat. Soc., B30, pp 205-247, 1968.
15. G. Shafer, "A mathematical thoery of evidence,"(Princeton, NJ: Univeristy Press), 1976.
16. X. R. Li, Y. M. Zhu, and C. Z. Han, "Unified optimal linear estimation fusionl part I: unified models and fusion rules,"Proceedings of international conference on information fusion, July, 2000.