| 2017 | Deep Cross-Domain Fashion Recommendation. | Shatha Jaradat |
| 2017 | When Recurrent Neural Networks meet the Neighborhood for Session-Based Recommendation. | Dietmar Jannach, Malte Ludewig |
| 2017 | Interacting with Recommenders. | Dietmar Jannach |
| 2017 | Challenges of Session-Aware Recommendation in E-Commerce. | Dietmar Jannach |
| 2017 | A Tool That Supports the Psychologically Based Design of Health-Related Interventions. | Anthony Jameson |
| 2017 | DLRS 2017: Second Workshop on Deep Learning for Recommender Systems. | Balzs Hidasi, Alexandros Karatzoglou, Oren Sar Shalom, Sander Dieleman, Bracha Shapira, Domonkos Tikk |
| 2017 | Recommending a Sequence of Points of Interest to a Group of Users in a Mobile Context. | Daniel Herzog |
| 2017 | The Impact of Prediction Uncertainty in Recommendations for Health-Related Behavior. | Katja Herrmanny, Aysegl Dogangn |
| 2017 | Translation-based Recommendation. | Ruining He, Wang-Cheng Kang, Julian J. McAuley |
| 2017 | An LSTM-Based Dynamic Customer Model for Fashion Recommendation. | Sebastian Heinz, Christian Bracher, Roland Vollgraf |
| 2017 | Recommender Popularity Controls: An Observational Study. | F. Maxwell Harper |
| 2017 | Geographical Diversification in POI Recommendation: Toward Improved Coverage on Interested Areas. | Jungkyu Han, Hayato Yamana |
| 2017 | PHARA: a Personal Health Augmented Reality Assistant to Support Decision-Making at Grocery Stores. | Francisco Gutirrez, Bruno De Lemos Ribeiro Pinto Cardoso, Katrien Verbert |
| 2017 | Group Recommender Systems in Tourism: From Predictions to Decisions. | Tom Gross |
| 2017 | Search Ranking And Personalization at Airbnb. | Mihajlo Grbovic |
| 2017 | Neighborhood-based Collaborative Filtering for Therapy Decision Support. | Felix Grer, Stefanie Beckert, Denise Kster, Susanne Abraham, Hagen Malberg, Jochen Schmitt, Sebastian Zaunseder |
| 2017 | Boosting Recommender Systems with Deep Learning. | Joo Gomes |
| 2017 | Recommender Systems for Banking and Financial Services. | Andrea Gigli, Fabrizio Lillo, Daniele Regoli |
| 2017 | User Preferences Analysis Using Visual Stimuli. | Peter Gaspar |
| 2017 | Online Ranking Prediction in Non-stationary Environments. | Erzsbet Frig, Rbert Plovics, Domokos Kelen, Levente Kocsis, Andrs A. Benczr |
| 2017 | Alpenglow: Open Source Recommender Framework with Time-aware Learning and Evaluation. | Erzsbet Frig, Rbert Plovics, Domokos Kelen, Levente Kocsis, Andrs A. Benczr |
| 2017 | Practical Lessons from Developing a Large-Scale Recommender System at Zalando. | Antonino Freno |
| 2017 | Online Recommender System for Personalized Nutrition Advice. | Rodrigo Zenun Franco |
| 2017 | Enhancing an Interactive Recommendation System with Review-based Information Filtering. | Jan Feuerbach, Benedikt Loepp, Catalin-Mihai Barbu, Jrgen Ziegler |
| 2017 | Personality Traits and Music Genre Preferences: How Music Taste Varies Over Age Groups. | Bruce Ferwerda, Marko Tkalcic, Markus Schedl |