| 2015 | A General Architecture for an Emotion-aware Content-based Recommender System. | Fedelucio Narducci, Marco de Gemmis, Pasquale Lops |
| 2015 | Probability-based Approach for Predicting E-commerce Consumer Behaviour Using Sparse Session Data. | yvind H. Myklatun, Thorstein K. Thorrud, Hai Thanh Nguyen, Helge Langseth, Anders Kofod-Petersen |
| 2015 | Word Embedding Techniques for Content-based Recommender Systems: An Empirical Evaluation. | Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops |
| 2015 | Automatic Selection of Linked Open Data Features in Graph-based Recommender Systems. | Cataldo Musto, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Simone Rutigliano |
| 2015 | Making the Most of Preference Feedback by Modeling Feature Dependencies. | S. Chandra Mouli, Sutanu Chakraborti |
| 2015 | TouRS'15: Workshop on Tourism Recommender Systems. | Antonio Moreno, Laura Sebastia, Pieter Vansteenwegen |
| 2015 | Comparing Offline and Online Recommender System Evaluations on Long-tail Distributions. | Gabriel de Souza Pereira Moreira, Gilmar Alves de Souza, Adilson Marques da Cunha |
| 2015 | Assessing Expertise in the Enterprise: The Recommender Point of View. | Aleksandra Mojsilovic, Kush R. Varshney |
| 2015 | Explaining Contextual Recommendations: Interaction Design Study and Prototype Implementation. | Joanna Misztal, Bipin Indurkhya |
| 2015 | Are Real-World Place Recommender Algorithms Useful in Virtual World Environments? | Leandro Balby Marinho, Christoph Trattner, Denis Parra |
| 2015 | Predicting Online Performance of News Recommender Systems Through Richer Evaluation Metrics. | Andrii Maksai, Florent Garcin, Boi Faltings |
| 2015 | Event Recommendation using Twitter Activity. | Axel Magnuson, Vijay Dialani, Deepa Mallela |
| 2015 | Context-Aware Event Recommendation in Event-based Social Networks. | Augusto Q. de Macedo, Leandro Balby Marinho, Rodrygo L. T. Santos |
| 2015 | Personalized Location Recommendation by Aggregating Multiple Recommenders in Diversity. | Ziyu Lu, Hao Wang, Nikos Mamoulis, Wenting Tu, David W. Cheung |
| 2015 | Online Recommender Systems based on Data Stream Management Systems. | Cornelius A. Ludmann |
| 2015 | Exploiting Geo-Spatial Preference for Personalized Expert Recommendation. | Haokai Lu, James Caverlee |
| 2015 | Recommendation with the Right Slice: Speeding Up Collaborative Filtering with Factorization Machines. | Babak Loni, Martha A. Larson, Alexandros Karatzoglou, Alan Hanjalic |
| 2015 | Overlapping Community Regularization for Rating Prediction in Social Recommender Systems. | Hui Li, Dingming Wu, Wenbin Tang, Nikos Mamoulis |
| 2015 | Fast Differentially Private Matrix Factorization. | Ziqi Liu, Yu-Xiang Wang, Alexander J. Smola |
| 2015 | Image Discovery and Insertion for Custom Publishing. | Lei Liu, Jerry Liu, Shanchan Wu |
| 2015 | Kibitz: End-to-End Recommendation System Builder. | Quanquan C. Liu, David R. Karger |
| 2015 | Multi-Perspective Modeling for Click Event Prediction. | Tzu-Chun Lin, Xia Ning |
| 2015 | Top-N Recommendation with Missing Implicit Feedback. | Daryl Lim, Julian J. McAuley, Gert R. G. Lanckriet |
| 2015 | Large-Scale Real-Time Product Recommendation at Criteo. | Romain Lerallut, Diane Gasselin, Nicolas Le Roux |
| 2015 | Style Recommendation for Fashion Items using Heterogeneous Information Network. | Hanbit Lee, Sang-goo Lee |