Towards Unified Metrics for Accuracy and Diversity for Recommender Systems
Author:
Affiliation:
1. University of A Coruña, Spain
2. Google, United Kingdom
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3460231.3474234
Reference50 articles.
1. Diversifying search results
2. A general evaluation measure for document organization tasks
3. An Axiomatic Analysis of Diversity Evaluation Metrics
4. A comparative analysis of offline and online evaluations and discussion of research paper recommender system evaluation
5. Precision-oriented evaluation of recommender systems
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