| 2017 | Fairness-Aware Group Recommendation with Pareto-Efficiency. | Xiao Lin, Min Zhang, Yongfeng Zhang, Zhaoquan Gu, Yiqun Liu, Shaoping Ma |
| 2017 | Personalization is a Two-Way Street. | Ronny Lempel |
| 2017 | Bootstrapping a Destination Recommender System. | Neal Lathia |
| 2017 | Context-Aware Tourist Trip Recommendations. | Christopher La, Daniel Herzog, Wolfgang Wrndl |
| 2017 | Building Recommender Systems for Fashion: Industry Talk Abstract. | Nick Landia |
| 2017 | Tailoring Recommendations for a Multi-Domain Environment. | Emanuel Lacic, Dominik Kowald, Elisabeth Lex |
| 2017 | Towards the Recommendation of Personalised Activity Sequences in the Tourism Domain. | Gunjan Kumar, Houssem Jerbi, Michael P. O'Mahony |
| 2017 | Chatbots as conversational recommender systems in urban contexts. | Pavel Kucherbaev, Achilleas Psyllidis, Alessandro Bozzon |
| 2017 | User Preferences for Hybrid Explanations. | Pigi Kouki, James Schaffer, Jay Pujara, John O'Donovan, Lise Getoor |
| 2017 | Beyond User Preferences: The Short-Term Behaviour Modelling. | Michal Kompan, Ondrej Kassk, Mria Bielikov |
| 2017 | Rethinking Conventional Collaborative Filtering for Recommending Daily Fashion Outfits. | Anders Kolstad, zlem zgbek, Jon Atle Gulla, Simon Litlehamar |
| 2017 | Rethinking Collaborative Filtering: A Practical Perspective on State-of-the-art Research Based on Real World Insights. | Noam Koenigstein |
| 2017 | Privacy for Recommender Systems: Tutorial Abstract. | Bart P. Knijnenburg, Shlomo Berkovsky |
| 2017 | An Explanatory Matrix Factorization with User Comments Data. | Donghyun Kim, Hayong Shin |
| 2017 | On the Decaying Utility of News Recommendation Models. | Benjamin Kille, Sahin Albayrak |
| 2017 | Personalized Job Recommendation System at LinkedIn: Practical Challenges and Lessons Learned. | Krishnaram Kenthapadi, Benjamin Le, Ganesh Venkataraman |
| 2017 | Multi Cross Domain Recommendation Using Item Embedding and Canonical Correlation Analysis. | Masahiro Kazama, Istvn Varga |
| 2017 | Intent-Aware Diversification using Item-Based SubProfiles. | Mesut Kaya, Derek G. Bridge |
| 2017 | Improving Higher Education: Learning Analytics & Recommender Systems Research. | George Karypis |
| 2017 | Deep Learning for Recommender Systems. | Alexandros Karatzoglou, Balzs Hidasi |
| 2017 | Understanding How People Use Natural Language to Ask for Recommendations. | Jie Kang, Kyle Condiff, Shuo Chang, Joseph A. Konstan, Loren G. Terveen, F. Maxwell Harper |
| 2017 | A Comparison of Frequent Pattern Techniques and a Deep Learning Method for Session-Based Recommendation. | Iman Kamehkhosh, Dietmar Jannach, Malte Ludewig |
| 2017 | How Do Different Levels of User Control Affect Cognitive Load and Acceptance of Recommendations? | Yucheng Jin, Bruno De Lemos Ribeiro Pinto Cardoso, Katrien Verbert |
| 2017 | Music Emotion Recognition via End-to-End Multimodal Neural Networks. | Byungsoo Jeon, Chanju Kim, Adrian Kim, Dongwon Kim, Jangyeon Park, JungWoo Ha |
| 2017 | The Magic Barrier Revisited: Accessing Natural Limitations of Recommender Assessment. | Kevin Jasberg, Sergej Sizov |