Rating aggregation in collaborative filtering systems

RecSys'09 - Proceedings of the 3rd ACM Conference on Recommender Systems

Volumn , Issue , 2009, Pages 349-352

  Garcin, Florent ^a   Faltings, Boi ^a   Jurca, Radu ^b   Joswig, Nadine ^a  

^a EPFL   (Switzerland)

^b GOOGLE   (Switzerland)

Author keywords

Accuracy; Recommender systems; Robustness

Indexed keywords

ARITHMETIC MEAN; COLLABORATIVE FILTERING SYSTEMS; RATING AGGREGATION; RECOMMENDATION ACCURACY; RECOMMENDER SYSTEMS; USER FEEDBACK;

SIGNAL FILTERING AND PREDICTION;

EID: 72249098739     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1639714.1639785     Document Type: Conference Paper

References (10)

1. L. Candillier, F. Meyer, and F. Fessant. Designing specific weighted similarity measures to improve collaborative filtering systems. In ICDM '08, 2008.
2. F. Garcin, B. Faltings, and R. Jurca. Aggregating reputation feedback. In ICORE 09, 2009.
3. J. Herlocker, J. Konstan, L. Terveen, and J. Riedl. Evaluating Collaborative Filtering Recommender Systems. ACM Trans. on Inf. Sys., 22:5 - 53, 2004.
4. R. Jurca, F. Garcin, A. Talwar, and B. Faltings. Reporting incentives and biases in online review forums. ACM Transaction on the Web. to appear.
5. B. Mehta, T. Hofmann, and W. Nejdl. Robust Collaborative Filtering. In RecSys 07, 2007.
6. B. Mobasher, R. Burke, R. Bhaumik, and C. Williams. Toward trustworthy recommender systems: An analysis of attack models and algorithm robustness. ACM Trans. Internet Technol., 7(4):23, 2007.
7. M. O'Mahony, N. Hurley, N. Kushmerick, and G. Silvestre. Collaborative recommendation: A robustness analysis. ACM Trans. Internet Technol., 4(4):344-377, 2004.
8. P. Resnick and R. Sami. The influence limiter: provably manipulation-resistant recommender systems. In RecSys 07, 2007.
9. P. Resnick and R. Sami. The information cost of manipulation-resistance in recommender systems. In RecSys 08, 2008.
10. K. Walsh and E. G. Sirer. Fighting peer-to-peer spam and decoys with object reputation. In P2PECON 05, 2005.