Recommender Systems

The Effect of Explanations and Algorithmic Accuracy on Visual Recommender Systems of Artistic Images

BPR: Bayesian Personalized Ranking from Implicit Feedback

Steffen Rendle, Christoph Freudenthaler…

Deep Neural Networks for YouTube Recommendations

Paul Covington, Jay Adams, Emre Sargin

Content-based artwork recommendation: integrating painting metadata with neural and manually-engineered visual…

Document Clustering Based On Non-negative Matrix Factorization

Wei Xu, Xin Liu, Yihong Gong

Content-Based Recommendation Systems

Michael J. Pazzani and Daniel Billsus

Performance of Recommender Algorithms on Top-N Recommendation Tasks

Paolo Cremonesi, Yehuda Koren…

Evaluating Recommendation Systems

Guy Shani and Asela Gunawardana

Evaluation Collaborative Filtering Recommender Systems

Jonathan L. Herlocker, Joseph A. Konstan, Loren…