Popularity Bias Analysis of Recommendation Algorithm Based on ABM Simulation

Author:

Yu Cizhou,Li Dongsheng,Lu Tun,Jiang Yichuan

Publisher

Springer Nature Singapore

Reference16 articles.

1. Abdollahpouri, H., Mansoury, M.: Multi-sided exposure bias in recommendation. arXiv preprint arXiv:2006.15772 (2020)

2. Chaney, A.J., Stewart, B.M., Engelhardt, B.E.: How algorithmic confounding in recommendation systems increases homogeneity and decreases utility. In: Proceedings of the 12th ACM Conference on Recommender Systems, pp. 224–232 (2018)

3. Abdollahpouri, H., Mansoury, M., Burke, R., Mobasher, B.: The unfairness of popularity bias in recommendation. arXiv preprint arXiv:1907.13286 (2019)

4. Lecture Notes in Computer Science;D Jannach,2013

5. Zhou, M., Zhang, J., Adomavicius, G.: Longitudinal impact of preference biases on recommender systems’ performance. Kelley School of Business Research Paper (2021-10) (2021)

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1. A survey on popularity bias in recommender systems;User Modeling and User-Adapted Interaction;2024-07-01

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