| 2015 | E-Commerce Item Recommendation Based on Field-aware Factorization Machine. | Peng Yan, Xiaocong Zhou, Yitao Duan |
| 2015 | An ensemble approach for multi-label classification of item click sequences. | A. Murat Yagci, Tevfik Aytekin, Fikret S. Grgen |
| 2015 | 3rd International Workshop on News Recommendation and Analytics (INRA 2015). | |
| 2015 | Neural Modeling of Buying Behaviour for E-Commerce from Clicking Patterns. | Zhenzhou Wu, Bao Hong Tan, Rubing Duan, Yong Liu, Rick Siow Mong Goh |
| 2015 | Recommender Systems for the People - Enhancing Personalization in Web Augmentation. | Martin Wischenbart, Sergio Firmenich, Gustavo Rossi, Manuel Wimmer |
| 2015 | Nudging Grocery Shoppers to Make Healthier Choices. | Elizabeth Wayman, Sriganesh Madhvanath |
| 2015 | Next Basket Recommendation with Neural Networks. | Shengxian Wan, Yanyan Lan, Pengfei Wang, Jiafeng Guo, Jun Xu, Xueqi Cheng |
| 2015 | Two-Stage Approach to Item Recommendation from User Sessions. | Maksims Volkovs |
| 2015 | Top-N Recommendation for Shared Accounts. | Koen Verstrepen, Bart Goethals |
| 2015 | Analysing Compression Techniques for In-Memory Collaborative Filtering. | Sal Vargas, Craig Macdonald, Iadh Ounis |
| 2015 | Listener-Inspired Automated Music Playlist Generation. | Andreu Vall |
| 2015 | A Study of Priors for Relevance-Based Language Modelling of Recommender Systems. | Daniel Valcarce, Javier Parapar, Alvaro Barreiro |
| 2015 | Exploring Statistical Language Models for Recommender Systems. | Daniel Valcarce |
| 2015 | Network-Based Extension of Multi-Relational Factorization Models. | Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher |
| 2015 | Latent Context-Aware Recommender Systems. | Moshe Unger |
| 2015 | 30Music Listening and Playlists Dataset. | Roberto Turrin, Massimo Quadrana, Andrea Condorelli, Roberto Pagano, Paolo Cremonesi |
| 2015 | Exploiting Regression Trees as User Models for Intent-Aware Multi-attribute Diversity. | Paolo Tomeo, Tommaso Di Noia, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Eugenio Di Sciascio |
| 2015 | EMPIRE 2015: Workshop on Emotions and Personality in Personalized Systems. | Marko Tkalcic, Berardina De Carolis, Marco de Gemmis, Ante Odic, Andrej Kosir |
| 2015 | Inspection Mechanisms for Community-based Content Discovery in Microblogs. | Nava Tintarev, Byungkyu Kang, Tobias Hllerer, John O'Donovan |
| 2015 | Do You Have a Pop Face? Here is a Pop Song. Using Profile Pictures to Mitigate the Cold-start Problem in Music Recommender Systems. | Eugenio Tacchini, Ramon Morros, Vernica Vilaplana, Enrique Saoso |
| 2015 | A (Persuasive?) Speech on Automated Persuasion. | Oliviero Stock |
| 2015 | Interactive Recommender Systems: Tutorial. | Harald Steck, Roelof van Zwol, Chris Johnson |
| 2015 | Gaussian Ranking by Matrix Factorization. | Harald Steck |
| 2015 | CNARe: Co-authorship Networks Analysis and Recommendations. | Guilherme A. de Sousa, Matheus A. Diniz, Michele A. Brando, Mirella M. Moro |
| 2015 | Incremental Matrix Factorization via Feature Space Re-learning for Recommender System. | Qiang Song, Jian Cheng, Hanqing Lu |