| 2019 | Should we embed?: a study on the online performance of utilizing embeddings for real-time job recommendations. | Emanuel Lacic, Markus Reiter-Haas, Tomislav Duricic, Valentin Slawicek, Elisabeth Lex |
| 2019 | Addressing delayed feedback for continuous training with neural networks in CTR prediction. | Sofia Ira Ktena, Alykhan Tejani, Lucas Theis, Pranay Kumar Myana, Deepak Dilipkumar, Ferenc Huszr, Steven Yoo, Wenzhe Shi |
| 2019 | Product collection recommendation in online retail. | Pigi Kouki, Ilias Fountalis, Nikolaos Vasiloglou, Nian Yan, Unaiza Ahsan, Khalifeh Al Jadda, Huiming Qu |
| 2019 | Overview of the Workshop on Recommendation in Complex Scenarios 2019 (ComplexRec 2019). | Marijn Koolen, Toine Bogers, Bamshad Mobasher, Alexander Tuzhilin |
| 2019 | Third workshop on recommendation in complex scenarios (ComplexRec 2019). | Marijn Koolen, Toine Bogers, Bamshad Mobasher, Alexander Tuzhilin |
| 2019 | RecSys challenge 2019: session-based hotel recommendations. | Peter Knees, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Jens Adamczak, Gerard Paul Leyson, Philipp Monreal |
| 2019 | Enhancing VAEs for collaborative filtering: flexible priors & gating mechanisms. | Daeryong Kim, Bongwon Suh |
| 2019 | Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation. | Kyung-Min Kim, Dong-Hyun Kwak, Hanock Kwak, Young-Jin Park, Sangkwon Sim, Jae-Han Cho, Minkyu Kim, Jihun Kwon, Nako Sung, Jung-Woo Ha |
| 2019 | Defining a Meaningful Baseline for News Recommender Systems. | Benjamin Kille, Andreas Lommatzsch |
| 2019 | Aligning daily activities with personality: towards a recommender system for improving wellbeing. | Mohammed Khwaja, Miquel Ferrer, Jesus Omaa Iglesias, A. Aldo Faisal, Aleksandar Matic |
| 2019 | Personalized, Health-Aware Recipe Recommendation: An Ensemble Topic Modeling Based Approach. | Mansura A. Khan, Ellen Rushe, Barry Smyth, David Coyle |
| 2019 | A comparison of calibrated and intent-aware recommendations. | Mesut Kaya, Derek G. Bridge |
| 2019 | On-the-Fly News Recommendation Using Sequential Patterns. | Mozhgan Karimi, Boris Cule, Bart Goethals |
| 2019 | REVEAL 2019: closing the loop with the real world: reinforcement and robust estimators for recommendation. | Thorsten Joachims, Maria Dimakopoulou, Adith Swaminathan, Yves Raimond, Olivier Koch, Flavian Vasile |
| 2019 | Time slice imputation for personalized goal-based recommendation in higher education. | Weijie Jiang, Zachary A. Pardos |
| 2019 | Efficient similarity computation for collaborative filtering in dynamic environments. | Olivier Jeunen, Koen Verstrepen, Bart Goethals |
| 2019 | Revisiting offline evaluation for implicit-feedback recommender systems. | Olivier Jeunen |
| 2019 | Predictability limits in session-based next item recommendation. | Priit Jrv |
| 2019 | Workshop on recommender systems in fashion (fashionXrecsys2019). | Shatha Jaradat, Nima Dokoohaki, Humberto Jess Corona Pampn, Reza Shirvany |
| 2019 | Towards More Impactful Recommender Systems Research. | Dietmar Jannach, Oren Sar Shalom, Joseph A. Konstan |
| 2019 | Boosting algorithms for a session-based, context-aware recommender system in an online travel domain. | Pawel Jankiewicz, Liudmyla Kyrashchuk, Pawel Sienkowski, Magdalena Wjcik |
| 2019 | Recommendation in home improvement industry, challenges and opportunities. | Khalifeh Al Jadda |
| 2019 | Style conditioned recommendations. | Murium Iqbal, Kamelia Aryafar, Timothy Anderton |
| 2019 | Greedy optimized multileaving for personalization. | Kojiro Iizuka, Takeshi Yoneda, Yoshifumi Seki |
| 2019 | FiBiNET: combining feature importance and bilinear feature interaction for click-through rate prediction. | Tongwen Huang, Zhiqi Zhang, Junlin Zhang |