How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models
Author:
Affiliation:
1. Polytechnic University of Bari, Bari, Italy
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3397271.3401046
Reference54 articles.
1. Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions
2. Impact of data characteristics on recommender systems performance
3. Mehmet Aktukmak Yasin Yilmaz and Ismail Uysal. 2019. Quick and accurate attack detection in recommender systems through user attributes. In RecSys. ACM 348--352. Mehmet Aktukmak Yasin Yilmaz and Ismail Uysal. 2019. Quick and accurate attack detection in recommender systems through user attributes. In RecSys. ACM 348--352.
4. Robust Model-Based Reliability Approach to Tackle Shilling Attacks in Collaborative Filtering Recommender Systems
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