| 2017 | A Recommender System for Personalized Exploration of Majors, Minors, and Concentrations. | Young Park |
| 2017 | Predicting Your Next Stop-over from Location-based Social Network Data with Recurrent Neural Networks. | Enrico Palumbo, Giuseppe Rizzo, Raphal Troncy, Elena Baralis |
| 2017 | entity2rec: Learning User-Item Relatedness from Knowledge Graphs for Top-N Item Recommendation. | Enrico Palumbo, Giuseppe Rizzo, Raphal Troncy |
| 2017 | Tutorial on Open Source Online Learning Recommenders. | Rbert Plovics, Domokos Kelen, Andrs A. Benczr |
| 2017 | MPR: Multi-Objective Pairwise Ranking. | Rasaq Otunba, Raimi A. Rufai, Jessica Lin |
| 2017 | A Deep Multimodal Approach for Cold-start Music Recommendation. | Sergio Oramas, Oriol Nieto, Mohamed Sordo, Xavier Serra |
| 2017 | Rating by Ranking: An Improved Scale for Judgement-Based Labels. | Jack O'Neill, Sarah Jane Delany, Brian Mac Namee |
| 2017 | Online Learning to Rank for Recommender Systems. | Daan Odijk, Anne Schuth |
| 2017 | Users psychological profiles for leisure activity recommendation: user study. | Diana Nurbakova, La Laporte, Sylvie Calabretto, Jrme Gensel |
| 2017 | Itinerary Recommendation for Cruises: User Study. | Diana Nurbakova, La Laporte, Sylvie Calabretto, Jrme Gensel |
| 2017 | A Gradient-based Adaptive Learning Framework for Efficient Personal Recommendation. | Yue Ning, Yue Shi, Liangjie Hong, Huzefa Rangwala, Naren Ramakrishnan |
| 2017 | RecTour 2017: Workshop on Recommenders in Tourism. | Julia Neidhardt, Daniel R. Fesenmaier, Tsvi Kuflik, Wolfgang Wrndl |
| 2017 | Specializing Joint Representations for the task of Product Recommendation. | Thomas Nedelec, Elena Smirnova, Flavian Vasile |
| 2017 | Recommender Systems in the Internet of Talking Things (IoTT). | Fedelucio Narducci, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro |
| 2017 | Accurate and Diverse Recommendation based on Users' Tendencies toward Temporal Item Popularity. | Koki Nagatani, Masahiro Sato |
| 2017 | A Multi-criteria Recommender System Exploiting Aspect-based Sentiment Analysis of Users' Reviews. | Cataldo Musto, Marco de Gemmis, Giovanni Semeraro, Pasquale Lops |
| 2017 | Evaluating Decision-Aware Recommender Systems. | Rus M. Mesas, Alejandro Bellogn |
| 2017 | Revisiting revisits in trajectory recommendation. | Aditya Krishna Menon, Dawei Chen, Lexing Xie, Cheng Soon Ong |
| 2017 | Surveying User Reactions to Recommendations Based on Inferences Made by Face Detection Technology. | Jennifer Marlow, Jason Wiese |
| 2017 | Educational Question Routing in Online Student Communities. | Jakub Macina, Ivan Srba, Joseph Jay Williams, Mria Bielikov |
| 2017 | Modeling User Session and Intent with an Attention-based Encoder-Decoder Architecture. | Pablo Loyola, Chen Liu, Yu Hirate |
| 2017 | Towards Analogy-based Recommendation: Benchmarking of Perceived Analogy Semantics. | Christoph Lofi, Nava Tintarev |
| 2017 | Recommender Systems and the New New Economics of Information. | George Loewenstein |
| 2017 | Transfer Learning from APP Domain to News Domain for Dual Cold-Start Recommendation. | Jixiong Liu, Jiakun Shi, Wanling Cai, Bo Liu, Weike Pan, Qiang Yang, Zhong Ming |
| 2017 | WMRB: Learning to Rank in a Scalable Batch Training Approach. | Kuan Liu, Prem Natarajan |