| 2017 | Modeling the Assimilation-Contrast Effects in Online Product Rating Systems: Debiasing and Recommendations. | Xiaoying Zhang, Junzhou Zhao, John C. S. Lui |
| 2017 | A Semantic-Aware Profile Updating Model for Text Recommendation. | Hossein Rahmatizadeh Zagheli, Hamed Zamani, Azadeh Shakery |
| 2017 | Keynote: Bayesian Deep Learning Models for Recommendation Applications. | Dit-Yan Yeung |
| 2017 | LSRS'17: Workshop on Large-Scale Recommender Systems. | Tao Ye, Denis Parra, Vito Ostuni, Tao Wang |
| 2017 | Untitled record | Zhixian Yan, Lai Wei, Yunshan Lu, Zhongqiang Wu, Bo Tao |
| 2017 | CitRec 2017: International Workshop on Recommender Systems for Citizens. | Jie Yang, Zhu Sun, Alessandro Bozzon, Jie Zhang, Martha A. Larson |
| 2017 | On Parallelizing SGD for Pairwise Learning to Rank in Collaborative Filtering Recommender Systems. | A. Murat Yagci, Tevfik Aytekin, Fikret S. Grgen |
| 2017 | Folding: Why Good Models Sometimes Make Spurious Recommendations. | Doris Xin, Nicolas Mayoraz, Hubert Pham, Karthik Lakshmanan, John R. Anderson |
| 2017 | Recommendation Applications and Systems at Electronic Arts. | Meng Wu, John Kolen, Navid Aghdaie, Kazi A. Zaman |
| 2017 | Matrix Factorization for Package Recommendations. | Agung Toto Wibowo, Advaith Siddharthan, Chenghua Lin, Judith Masthoff |
| 2017 | Bumblebee friendly planting recommendations with citizen science data. | Agung Toto Wibowo, Advaith Siddharthan, Helen Anderson, Annie Robinson, Nirwan Sharma, Helen Bostock, Andrew Salisbury, Richard Comont, Ren van der Wal |
| 2017 | Memory Networks for Recommendation. | Jason Weston |
| 2017 | How Diverse Is Your Audience? Exploring Consumer Diversity in Recommender Systems. | Jacek Wasilewski, Neil Hurley |
| 2017 | The Importance of Song Context in Music Playlists. | Andreu Vall, Massimo Quadrana, Markus Schedl, Gerhard Widmer, Paolo Cremonesi |
| 2017 | Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features: Alleviating the Cold-Start Problem for Rare and Out-of-Set Songs. | Andreu Vall, Hamid Eghbal-zadeh, Matthias Dorfer, Markus Schedl, Gerhard Widmer |
| 2017 | SemRevRec: A Recommender System based on User Reviews and Linked Data. | Iacopo Vagliano, Diego Monti, Maurizio Morisio |
| 2017 | Personalization challenges in e-Learning. | Roberto Turrin |
| 2017 | 3D Convolutional Networks for Session-based Recommendation with Content Features. | Trinh Xuan Tuan, Tu Minh Phuong |
| 2017 | Enhancing Recommendation Diversity Through a Dual Recommendation Interface. | Chun-Hua Tsai, Peter Brusilovsky |
| 2017 | A Research Tool for User Preferences Elicitation with Facial Expressions. | Marko Tkalcic, Nima Maleki, Matevz Pesek, Mehdi Elahi, Francesco Ricci, Matija Marolt |
| 2017 | CheckInShop.eu: A Sensor-based Recommender System for micro-location Marketing. | Panagiotis Symeonidis, Stergios Chairistanidis |
| 2017 | Improving Similarity Measures Using Ontological Data. | zge Srer |
| 2017 | Effective User Interface Designs to Increase Energy-efficient Behavior in a Rasch-based Energy Recommender System. | Alain Starke, Martijn C. Willemsen, Chris Snijders |
| 2017 | A Novel Recommender System for Helping Marathoners to Achieve a New Personal-Best. | Barry Smyth, Pdraig Cunningham |
| 2017 | Contextual Sequence Modeling for Recommendation with Recurrent Neural Networks. | Elena Smirnova, Flavian Vasile |