Fairness among New Items in Cold Start Recommender Systems

Author:

Zhu Ziwei1,Kim Jingu2,Nguyen Trung2,Fenton Aish2,Caverlee James1

Affiliation:

1. Texas A&M University, College Station, TX, USA

2. Netflix, Los Gatos, CA, USA

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference43 articles.

1. Mart'in Abadi Paul Barham Jianmin Chen Zhifeng Chen Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Geoffrey Irving Michael Isard etal 2016. Tensorflow: a system for large-scale machine learning. In OSDI. Mart'in Abadi Paul Barham Jianmin Chen Zhifeng Chen Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Geoffrey Irving Michael Isard et al. 2016. Tensorflow: a system for large-scale machine learning. In OSDI.

2. Controlling Popularity Bias in Learning-to-Rank Recommendation

3. RecSys Challenge 2017

4. Cold-Start Item and User Recommendation with Decoupled Completion and Transduction

5. Fairness in Recommendation Ranking through Pairwise Comparisons

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