Robust Collaborative Recommendation

Author:

Burke Robin,O’Mahony Michael P.,Hurley Neil J.

Publisher

Springer US

Reference35 articles.

1. A.Williams, C., Mobasher, B., Burke, R.: Defending recommender systems: detection of profile injection attacks. Service Oriented Computing and Applications pp. 157–170 (2007)

2. Breese, J.S., Heckerman, D., Kadie, C.: Empirical analysis of predictive algorithms for collaborative filtering. In Proceedings of the Fourteenth Annual Conference on Uncertainty in Artificial Intelligence pp. 43–52 (1998)

3. Bryan, K., O’Mahony, M., Cunningham, P.: Unsupervised retrieval of attack profiles in collaborative recommender systems. In: RecSys ’08: Proceedings of the 2008 ACM conference on Recommender systems, pp. 155–162. ACM, New York, NY, USA (2008). DOI http://doi.acm.org/10.1145/1454008.1454034

4. Burke, R., Mobasher, B., Bhaumik, R.: Limited knowledge shilling attacks in collaborative filtering systems. In Proceedings of Workshop on Intelligent Techniques for Web Personalization (ITWP’05) (2005)

5. Burke, R., Mobasher, B., Williams, C.: Classification features for attack detection in collaborative recommender systems. In: Proceedings of the 12th International Conference on Knowledge Discovery and Data Mining, pp. 17–20 (2006)

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