| 2019 | Homepage personalization at spotify. | Oguz Semerci, Alois Gruson, Catherine M. Edwards, Ben Lacker, Clay Gibson, Vladan Radosavljevic |
| 2019 | Music recommendations in hyperbolic space: an application of empirical bayes and hierarchical poincar embeddings. | Timothy Schmeier, Joseph Chisari, Sam Garrett, Brett Vintch |
| 2019 | Untitled record | Philipp Scharpf, Ian Mackerracher, Moritz Schubotz, Jran Beel, Corinna Breitinger, Bela Gipp |
| 2019 | Uplift-based evaluation and optimization of recommenders. | Masahiro Sato, Janmajay Singh, Sho Takemori, Takashi Sonoda, Qian Zhang, Tomoko Ohkuma |
| 2019 | A simple multi-armed nearest-neighbor bandit for interactive recommendation. | Javier Sanz-Cruzado, Pablo Castells, Esther Lpez |
| 2019 | Exploiting contextual information for recommender systems oriented to tourism. | Pablo Snchez |
| 2019 | PrivateJobMatch: a privacy-oriented deferred multi-match recommender system for stable employment. | Amar Saini, Florin Rusu, Andrew Johnston |
| 2019 | Designer-driven add-to-cart recommendations. | Sandhya Sachidanandan, Richard Luong, Emil S. Joergensen |
| 2019 | A Common Approach for Consumer and Provider Fairness in Recommendations. | Dimitris Sacharidis, Kyriakos Mouratidis, Dimitrios Kleftogiannis |
| 2019 | Towards Creating a Non-synthetic Group Recommendation Dataset. | Matthijs Rijlaarsdam, Sebastiaan Scholten, Cynthia C. S. Liem |
| 2019 | Multi-Criteria Knowledge-Based Recommender System for Decision Support in Complex Business Processes. | Aleksandra Revina, Nina Rizun |
| 2019 | Attribute-aware non-linear co-embeddings of graph features. | Ahmed Rashed, Josif Grabocka, Lars Schmidt-Thieme |
| 2019 | Incremental Multi-Dimensional Recommender Systems: Co-Factorization vs Tensors. | Miguel Sozinho Ramalho, Joo Vinagre, Alpio Mrio Jorge, Rafaela Bastos |
| 2019 | Ghosting: contextualized inline query completion in large scale retail search. | Lakshmi Ramachandran, Uma Murthy |
| 2019 | User's activity driven short-term context inference. | Miroslav Rac |
| 2019 | Accelerating recommender system training 15x with RAPIDS. | Sara Rabhi, Wenbo Sun, Julio Perez, Mads Ruben Burgdorff Kristensen, Jiwei Liu, Even Oldridge |
| 2019 | A Model for Evaluating Popularity and Semantic Information Variations in Radio Listening Sessions. | Lorenzo Porcaro, Emilia Gmez |
| 2019 | Using Facial Recognition Services as Implicit Feedback for Recommenders. | Toon De Pessemier, Ine Coppens, Luc Martens |
| 2019 | Fuzzy D'Hondt's Algorithm for On-line Recommendations Aggregation. | Ladislav Peska, Stepn Balcar |
| 2019 | Online learning to rank for sequential music recommendation. | Bruno L. Pereira, Alberto Ueda, Gustavo Penha, Rodrygo L. T. Santos, Nivio Ziviani |
| 2019 | With a Little Help from my Friends: Use of Recommendations at School. | Maria Soledad Pera, Emiliana Murgia, Monica Landoni, Theo Huibers |
| 2019 | Personalized re-ranking for recommendation. | Changhua Pei, Yi Zhang, Yongfeng Zhang, Fei Sun, Xiao Lin, Hanxiao Sun, Jian Wu, Peng Jiang, Junfeng Ge, Wenwu Ou, Dan Pei |
| 2019 | Rethinking hearing aids as recommender systems. | Alessandro Pasta, Michael Kai Petersen, Kasper Juul Jensen, Jakob Eg Larsen |
| 2019 | Designing for Serendipity in a University Course Recommendation System. | Zachary A. Pardos, Weijie Jiang |
| 2019 | Recommendation Systems for News Articles at the BBC. | Maria Panteli, Alessandro Piscopo, Adam Harland, Jonathan Tutcher, Felix Mercer Moss |