| 2015 | "I like to explore sometimes": Adapting to Dynamic User Novelty Preferences. Komal Kapoor, Vikas Kumar, Loren G. Terveen, Joseph A. Konstan, Paul R. Schrater |
| 2015 | "Please, Not Now!": A Model for Timing Recommendations. Nofar Dali Betzalel, Bracha Shapira, Lior Rokach |
| 2015 | 2nd Workshop on Recommendation Systems for Television and Online Video (RecSysTV 2015). Jan Neumann, Danny Bickson, Hassan Sayyadi, Roberto Turrin, John Hannon |
| 2015 | 3rd International Workshop on News Recommendation and Analytics (INRA 2015). Jon Atle Gulla, Bei Yu, Özlem Özgöbek, Nafiseh Shabib |
| 2015 | A (Persuasive?) Speech on Automated Persuasion. Oliviero Stock |
| 2015 | A Hybrid Recommendation System Based on Human Curiosity. Alan Menk dos Santos |
| 2015 | A Personalised Reader for Crowd Curated Content. Gabriella Kazai, Daoud Clarke, Iskander Yusof, Matteo Venanzi |
| 2015 | A Probabilistic Model for Using Social Networks in Personalized Item Recommendation. Allison June-Barlow Chaney, David M. Blei, Tina Eliassi-Rad |
| 2015 | A Study of Priors for Relevance-Based Language Modelling of Recommender Systems. Daniel Valcarce, Javier Parapar, Alvaro Barreiro |
| 2015 | Adaptation and Evaluation of Recommendations for Short-term Shopping Goals. Dietmar Jannach, Lukas Lerche, Michael Jugovac |
| 2015 | Adapting Recommendations to Contextual Changes Using Hierarchical Hidden Markov Models. Mehdi Hosseinzadeh Aghdam, Negar Hariri, Bamshad Mobasher, Robin D. Burke |
| 2015 | Applying Differential Privacy to Matrix Factorization. Arnaud Berlioz, Arik Friedman, Mohamed Ali Kâafar, Roksana Boreli, Shlomo Berkovsky |
| 2015 | Are Real-World Place Recommender Algorithms Useful in Virtual World Environments? Leandro Balby Marinho, Christoph Trattner, Denis Parra |
| 2015 | Assessing Expertise in the Enterprise: The Recommender Point of View. Aleksandra Mojsilovic, Kush R. Varshney |
| 2015 | Asymmetric Recommendations: The Interacting Effects of Social Ratings? Direction and Strength on Users' Ratings. Oded Nov, Ofer Arazy |
| 2015 | Automated Recommendation of Healthy, Personalised Meal Plans. Morgan Harvey, David Elsweiler |
| 2015 | Beyond "Hitting the Hits": Generating Coherent Music Playlist Continuations with the Right Tracks. Dietmar Jannach, Lukas Lerche, Iman Kamehkhosh |
| 2015 | Blockbusters and Wallflowers: Accurate, Diverse, and Scalable Recommendations with Random Walks. Fabian Christoffel, Bibek Paudel, Chris Newell, Abraham Bernstein |
| 2015 | CNARe: Co-authorship Networks Analysis and Recommendations. Guilherme A. de Sousa, Matheus A. Diniz, Michele A. Brandão, Mirella M. Moro |
| 2015 | Cold-Start Item and User Recommendation with Decoupled Completion and Transduction. Iman Barjasteh, Rana Forsati, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha |
| 2015 | Content Driven User Profiling for Comment-Worthy Recommendations of News and Blog Articles. Trapit Bansal, Mrinal Kanti Das, Chiranjib Bhattacharyya |
| 2015 | Context-Aware Event Recommendation in Event-based Social Networks. Augusto Q. de Macedo, Leandro Balby Marinho, Rodrygo L. T. Santos |
| 2015 | Context-aware Preference Modeling with Factorization. Balázs Hidasi |
| 2015 | Crowd Sourcing, with a Few Answers: Recommending Commuters for Traffic Updates. Elizabeth Daly, Michele Berlingerio, François Schnitzler |
| 2015 | Data Quality Matters in Recommender Systems. Oren Sar Shalom, Shlomo Berkovsky, Royi Ronen, Elad Ziklik, Amihood Amir |
| 2015 | Dynamic Poisson Factorization. Laurent Charlin, Rajesh Ranganath, James McInerney, David M. Blei |
| 2015 | E-commerce Recommendation with Personalized Promotion. Qi Zhao, Yi Zhang, Daniel Friedman, Fangfang Tan |
| 2015 | EMPIRE 2015: Workshop on Emotions and Personality in Personalized Systems. Marko Tkalcic, Berardina De Carolis, Marco de Gemmis, Ante Odic, Andrej Kosir |
| 2015 | Elsevier Journal Finder: Recommending Journals for your Paper. Ning Kang, Marius A. Doornenbal, Robert J. A. Schijvenaars |
| 2015 | Evaluating Tag Recommender Algorithms in Real-World Folksonomies: A Comparative Study. Dominik Kowald, Elisabeth Lex |
| 2015 | Event Recommendation using Twitter Activity. Axel Magnuson, Vijay Dialani, Deepa Mallela |
| 2015 | ExcUseMe: Asking Users to Help in Item Cold-Start Recommendations. Michal Aharon, Oren Anava, Noa Avigdor-Elgrabli, Dana Drachsler-Cohen, Shahar Golan, Oren Somekh |
| 2015 | Exploiting Geo-Spatial Preference for Personalized Expert Recommendation. Haokai Lu, James Caverlee |
| 2015 | Exploring Statistical Language Models for Recommender Systems. Daniel Valcarce |
| 2015 | Factorization Machines for Hybrid Recommendation Systems Based on Behavioral, Product, and Customer Data. Stijn Geuens |
| 2015 | Fast Differentially Private Matrix Factorization. Ziqi Liu, Yu-Xiang Wang, Alexander J. Smola |
| 2015 | Gaussian Ranking by Matrix Factorization. Harald Steck |
| 2015 | Good Times Bad Times: A Study on Recency Effects in Collaborative Filtering for Social Tagging. Santiago Larrain, Christoph Trattner, Denis Parra, Eduardo Graells-Garrido, Kjetil Nørvåg |
| 2015 | Health-aware Food Recommender System. Mouzhi Ge, Francesco Ricci, David Massimo |
| 2015 | HyPER: A Flexible and Extensible Probabilistic Framework for Hybrid Recommender Systems. Pigi Kouki, Shobeir Fakhraei, James R. Foulds, Magdalini Eirinaki, Lise Getoor |
| 2015 | Improving the User Experience during Cold Start through Choice-Based Preference Elicitation. Mark P. Graus, Martijn C. Willemsen |
| 2015 | Incremental Matrix Factorization via Feature Space Re-learning for Recommender System. Qiang Song, Jian Cheng, Hanqing Lu |
| 2015 | Interactive Recommender Systems: Tutorial. Harald Steck, Roelof van Zwol, Chris Johnson |
| 2015 | It Takes Two to Tango: An Exploration of Domain Pairs for Cross-Domain Collaborative Filtering. Shaghayegh Sahebi, Peter Brusilovsky |
| 2015 | Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (#IntRS). John O'Donovan, Nava Tintarev, Alexander Felfernig, Peter Brusilovsky, Giovanni Semeraro, Pasquale Lops |
| 2015 | Kibitz: End-to-End Recommendation System Builder. Quanquan C. Liu, David R. Karger |
| 2015 | LSRS'15: Workshop on Large-Scale Recommender Systems. Tao Ye, Danny Bickson, Nicholas Ampazis, András A. Benczúr |
| 2015 | Large-Scale Real-Time Product Recommendation at Criteo. Romain Lerallut, Diane Gasselin, Nicolas Le Roux |
| 2015 | Latent Context-Aware Recommender Systems. Moshe Unger |
| 2015 | Latent Trajectory Modeling: A Light and Efficient Way to Introduce Time in Recommender Systems. Élie Guàrdia-Sebaoun, Vincent Guigue, Patrick Gallinari |
| 2015 | Learning Distributed Representations from Reviews for Collaborative Filtering. Amjad Almahairi, Kyle Kastner, Kyunghyun Cho, Aaron C. Courville |
| 2015 | Letting Users Choose Recommender Algorithms: An Experimental Study. Michael D. Ekstrand, Daniel Kluver, F. Maxwell Harper, Joseph A. Konstan |
| 2015 | Listener-Inspired Automated Music Playlist Generation. Andreu Vall |
| 2015 | LocalRec'15: Workshop on Location-Aware Recommendations. Panagiotis Bouros, Neal Lathia, Matthias Renz, Francesco Ricci, Dimitris Sacharidis |
| 2015 | Making Meaningful Restaurant Recommendations At OpenTable. Sudeep Das |
| 2015 | Making the Most of Preference Feedback by Modeling Feature Dependencies. S. Chandra Mouli, Sutanu Chakraborti |
| 2015 | Nudging Grocery Shoppers to Make Healthier Choices. Elizabeth Wayman, Sriganesh Madhvanath |
| 2015 | Nuke 'Em Till They Go: Investigating Power User Attacks to Disparage Items in Collaborative Recommenders. Carlos E. Seminario, David C. Wilson |
| 2015 | OSMRec Tool for Automatic Recommendation of Categories on Spatial Entities in OpenStreetMap. Nikos Karagiannakis, Giorgos Giannopoulos, Dimitrios Skoutas, Spiros Athanasiou |
| 2015 | Online Recommender Systems based on Data Stream Management Systems. Cornelius A. Ludmann |
| 2015 | Overlapping Community Regularization for Rating Prediction in Social Recommender Systems. Hui Li, Dingming Wu, Wenbin Tang, Nikos Mamoulis |
| 2015 | Overview of ACM RecSys CrowdRec 2015 Workshop: Crowdsourcing and Human Computation for Recommender Systems. Martha A. Larson, Domonkos Tikk, Roberto Turrin |
| 2015 | POI Recommendation: Towards Fused Matrix Factorization with Geographical and Temporal Influences. Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke |
| 2015 | Personalized Catch-up & DVR: VOD or Linear, That is the Question. Pancrazio Auteri, Roberto Turrin |
| 2015 | Predicting Online Performance of News Recommender Systems Through Richer Evaluation Metrics. Andrii Maksai, Florent Garcin, Boi Faltings |
| 2015 | Preference-oriented Social Networks: Group Recommendation and Inference. Amirali Salehi-Abari, Craig Boutilier |
| 2015 | Proceedings of the 9th ACM Conference on Recommender Systems, RecSys 2015, Vienna, Austria, September 16-20, 2015 Hannes Werthner, Markus Zanker, Jennifer Golbeck, Giovanni Semeraro |
| 2015 | PushTrust: An Efficient Recommendation Algorithm by Leveraging Trust and Distrust Relations. Rana Forsati, Iman Barjasteh, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha |
| 2015 | Putting Users in Control of their Recommendations. F. Maxwell Harper, Funing Xu, Harmanpreet Kaur, Kyle Condiff, Shuo Chang, Loren G. Terveen |
| 2015 | Real-time Recommendation of Streamed Data. Frank Hopfgartner, Benjamin Kille, Tobias Heintz, Roberto Turrin |
| 2015 | RecSys Challenge 2015 and the YOOCHOOSE Dataset. David Ben-Shimon, Alexander Tsikinovsky, Michael Friedmann, Bracha Shapira, Lior Rokach, Johannes Hoerle |
| 2015 | Recommendations for Live TV. Jan Neumann, Hassan Sayyadi |
| 2015 | Recommendations in Travel. Onno Zoeter |
| 2015 | Recommending Fair Payments for Large-Scale Social Ridesharing. Filippo Bistaffa, Alessandro Farinelli, Georgios Chalkiadakis, Sarvapali D. Ramchurn |
| 2015 | Replicable Evaluation of Recommender Systems. Alan Said, Alejandro Bellogín |
| 2015 | Risk-Hedged Venture Capital Investment Recommendation. Xiaoxue Zhao, Weinan Zhang, Jun Wang |
| 2015 | Scalable Recommender Systems: Where Machine Learning Meets Search. Si Ying Diana Hu, Joaquin Delgado |
| 2015 | Scaling Up Recommendation Services in Many Dimensions. Bottyán Németh |
| 2015 | Second Workshop on New Trends in Content-based Recommender Systems (CBRecSys 2015). Toine Bogers, Marijn Koolen |
| 2015 | Selection and Ordering of Linear Online Video Ads. Wreetabrata Kar, Viswanathan Swaminathan, Paulo Albuquerque |
| 2015 | The Application of Recommender Systems in a Multi Site, Multi Domain Environment. Steven Bourke |
| 2015 | The Recommendation Game: Using a Game-with-a-Purpose to Generate Recommendation Data. Sam Banks, Rachael Rafter, Barry Smyth |
| 2015 | The Role of User Location in Personalized Search and Recommendation. Ido Guy |
| 2015 | Top-N Recommendation for Shared Accounts. Koen Verstrepen, Bart Goethals |
| 2015 | Top-N Recommendation with Missing Implicit Feedback. Daryl Lim, Julian J. McAuley, Gert R. G. Lanckriet |
| 2015 | TouRS'15: Workshop on Tourism Recommender Systems. Antonio Moreno, Laura Sebastia, Pieter Vansteenwegen |
| 2015 | Towards Automatic Meal Plan Recommendations for Balanced Nutrition. David Elsweiler, Morgan Harvey |
| 2015 | Uncovering Systematic Bias in Ratings across Categories: a Bayesian Approach. Fangjian Guo, David B. Dunson |
| 2015 | User Churn Migration Analysis with DEDICOM. Rafet Sifa, César Ojeda, Christian Bauckhage |
| 2015 | We Know Where You Should Work Next Summer: Job Recommendations. Fabian Abel |