Published May 20, 2025 | Version v1
Software Open

Reproduction code for "User and Recommender Behavior Over Time" at FairUMAP 2025

Creators

  • 1. ROR icon Drexel University

Description

This repository contains the reproduction code for "User and Recommender Behavior Over Time" paper at FairUMAP 2025:

Samira Vaez Barenji, Sushobhan Parajuli, Michael D. Ekstrand. 2025. User and Recommender Behavior Over Time: Contextualizing Activity, Effectiveness, Diversity, and Fairness in Book Recommendation. In Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization (UMAP Adjunct ’25). ACM. DOI: 10.1145/3708319.3733710. arXiv: 2505.04518 [cs.IR].

Files

goodreads-time-main.zip

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Additional details

Software

Programming language
Python

References

  • Samira Vaez Barenji, Sushobhan Parajuli, and Michael D. Ekstrand. 2025. User and Recommender Behavior Over Time: Contextualizing Activity, Effectiveness, Diversity, and Fairness in Book Recommendation. In Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization (UMAP Adjunct '25). https://doi.org/10.1145/3708319.3733710