| 2018 | Variational learning to rank (VL2R). | Keld T. Lundgaard |
| 2018 | Why I like it: multi-task learning for recommendation and explanation. | Yichao Lu, Ruihai Dong, Barry Smyth |
| 2018 | Effective Nearest-Neighbor Music Recommendations. | Malte Ludewig, Iman Kamehkhosh, Nick Landia, Dietmar Jannach |
| 2018 | Impact of item consumption on assessment of recommendations in user studies. | Benedikt Loepp, Tim Donkers, Timm Kleemann, Jrgen Ziegler |
| 2018 | Field-aware probabilistic embedding neural network for CTR prediction. | Weiwen Liu, Ruiming Tang, Jiajin Li, Jinkai Yu, Huifeng Guo, Xiuqiang He, Shengyu Zhang |
| 2018 | Hybrid search: incorporating contextual signals in recommendations at pinterest. | Jenny Liu |
| 2018 | Towards the next generation of multi-criteria recommender systems. | Zhe Li |
| 2018 | Nutrilize a Personalized Nutrition Recommender System: an Enable Study. | Nadja Leipold, Mira Madenach, Hanna Schfer, Martin Lurz, Nada Terzimehic, Georg Groh, Markus Bhm, Kurt Gedrich, Helmut Krcmar |
| 2018 | Using textual summaries to describe a set of products. | Kittipitch Kuptavanich |
| 2018 | Using Visualizations to Encourage Blind-Spot Exploration. | Jayachithra Kumar, Nava Tintarev |
| 2018 | Risk "Attention" or "Adventure": A Qualitative Study of Novelty and Familiarity in Music Listening. | Vikas Kumar, Sabirat Rubya, Joseph A. Konstan, Loren Terveen |
| 2018 | Providing explanations for recommendations in reciprocal environments. | Akiva Kleinerman, Ariel Rosenfeld, Sarit Kraus |
| 2018 | Optimally balancing receiver and recommended users' importance in reciprocal recommender systems. | Akiva Kleinerman, Ariel Rosenfeld, Francesco Ricci, Sarit Kraus |
| 2018 | Query-based simple and scalable recommender systems with apache hivemall. | Takuya Kitazawa, Makoto Yui |
| 2018 | Towards Seed-Free Music Playlist Generation: Enhancing Collaborative Filtering with Playlist Title Information. | Jaehun Kim, Minz Won, Cynthia C. S. Liem, Alan Hanjalic |
| 2018 | Using citation-context to reduce topic drifting on pure citation-based recommendation. | Anita Khadka, Petr Knoth |
| 2018 | Efficient K-NN for Playlist Continuation. | Domokos M. Kelen, Dniel Berecz, Ferenc Bres, Andrs A. Benczr |
| 2018 | Automatic Playlist Continuation using Subprofile-Aware Diversification. | Mesut Kaya, Derek G. Bridge |
| 2018 | Roadscape-based Route Recommender System using Coarse-to-fine Route Search. | Koji Kawamata, Kenta Oku |
| 2018 | Item Recommendation with Variational Autoencoders and Heterogeneous Priors. | Giannis Karamanolakis, Kevin Raji Cherian, Ananth Ravi Narayan, Jie Yuan, Da Tang, Tony Jebara |
| 2018 | TourExplain: A Crowdsourcing Pipeline for Generating Explanations for Groups of Tourists. | yk Kapcak, Simone Spagnoli, Vincent Robbemond, Soumitri Vadali, Shabnam Najafian, Nava Tintarev |
| 2018 | Learning consumer and producer embeddings for user-generated content recommendation. | Wang-Cheng Kang, Julian J. McAuley |
| 2018 | 2nd FATREC workshop: responsible recommendation. | Toshihiro Kamishima, Pierre-Nicolas Schwab, Michael D. Ekstrand |
| 2018 | A Line in the Sand: Recommendation or Ad-hoc Retrieval? Overview of RecSys Challenge 2018 Submission by Team BachPropagate. | Surya Kallumadi, Bhaskar Mitra, Tereza Iofciu |
| 2018 | Eliciting pairwise preferences in recommender systems. | Saikishore Kalloori, Francesco Ricci, Rosella Gennari |