| 2017 | 3D Convolutional Networks for Session-based Recommendation with Content Features. Trinh Xuan Tuan, Tu Minh Phuong |
| 2017 | A Gradient-based Adaptive Learning Framework for Efficient Personal Recommendation. Yue Ning, Yue Shi, Liangjie Hong, Huzefa Rangwala, Naren Ramakrishnan |
| 2017 | A Multi-criteria Recommender System Exploiting Aspect-based Sentiment Analysis of Users' Reviews. Cataldo Musto, Marco de Gemmis, Giovanni Semeraro, Pasquale Lops |
| 2017 | A Novel Recommender System for Helping Marathoners to Achieve a New Personal-Best. Barry Smyth, Pádraig Cunningham |
| 2017 | A Research Tool for User Preferences Elicitation with Facial Expressions. Marko Tkalcic, Nima Maleki, Matevz Pesek, Mehdi Elahi, Francesco Ricci, Matija Marolt |
| 2017 | A Semantic-Aware Profile Updating Model for Text Recommendation. Hossein Rahmatizadeh Zagheli, Hamed Zamani, Azadeh Shakery |
| 2017 | Additive Co-Clustering with Social Influence for Recommendation. Xixi Du, Huafeng Liu, Liping Jing |
| 2017 | An Elementary View on Factorization Machines. Sebastian Prillo |
| 2017 | An Insurance Recommendation System Using Bayesian Networks. Maleeha Qazi, Glenn Moo Fung, Katie J. Meissner, Eduardo R. Fontes |
| 2017 | Bandit Algorithms for e-Commerce Recommender Systems: Extended Abstract. Björn Brodén, Mikael Hammar, Bengt J. Nilsson, Dimitris Paraschakis |
| 2017 | Boosting Recommender Systems with Deep Learning. João Gomes |
| 2017 | Bootstrapping a Destination Recommender System. Neal Lathia |
| 2017 | Building Recommender Systems for Fashion: Industry Talk Abstract. Nick Landia |
| 2017 | CheckInShop.eu: A Sensor-based Recommender System for micro-location Marketing. Panagiotis Symeonidis, Stergios Chairistanidis |
| 2017 | Chemical Reactant Recommendation Using a Network of Organic Chemistry. John Savage, Akihiro Kishimoto, Beat Buesser, Ernesto Diaz-Aviles, Carlos Alzate |
| 2017 | CitRec 2017: International Workshop on Recommender Systems for Citizens. Jie Yang, Zhu Sun, Alessandro Bozzon, Jie Zhang, Martha A. Larson |
| 2017 | Citolytics: A Link-based Recommender System for Wikipedia. Malte Schwarzer, Corinna Breitinger, Moritz Schubotz, Norman Meuschke, Bela Gipp |
| 2017 | Constructive Recommendation. Paolo Dragone |
| 2017 | Controlling Popularity Bias in Learning-to-Rank Recommendation. Himan Abdollahpouri, Robin Burke, Bamshad Mobasher |
| 2017 | DLRS 2017: Second Workshop on Deep Learning for Recommender Systems. Balázs Hidasi, Alexandros Karatzoglou, Oren Sar Shalom, Sander Dieleman, Bracha Shapira, Domonkos Tikk |
| 2017 | Data-Driven Repricing Strategies in Competitive Markets: An Interactive Simulation Platform. Martin Boissier, Rainer Schlosser, Nikolai Podlesny, Sebastian Serth, Marvin Bornstein, Johanna Latt, Jan Lindemann, Jan Selke, Matthias Uflacker |
| 2017 | Deep Cross-Domain Fashion Recommendation. Shatha Jaradat |
| 2017 | Deep Learning for Recommender Systems. Alexandros Karatzoglou, Balázs Hidasi |
| 2017 | Defining and Supporting Narrative-driven Recommendation. Toine Bogers, Marijn Koolen |
| 2017 | Dynamic Scholarly Collaborator Recommendation via Competitive Multi-Agent Reinforcement Learning. Yang Zhang, Chenwei Zhang, Xiaozhong Liu |
| 2017 | Déjà Vu: The Importance of Time and Causality in Recommender Systems. Justin Basilico, Yves Raimond |
| 2017 | Educational Question Routing in Online Student Communities. Jakub Macina, Ivan Srba, Joseph Jay Williams, Mária Bieliková |
| 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 | Evaluating Decision-Aware Recommender Systems. Rus M. Mesas, Alejandro Bellogín |
| 2017 | Expediting Exploration by Attribute-to-Feature Mapping for Cold-Start Recommendations. Deborah Cohen, Michal Aharon, Yair Koren, Oren Somekh, Raz Nissim |
| 2017 | Exploiting Socio-Economic Models for Lodging Recommendation in the Sharing Economy. Raul Sanchez-Vazquez, Jordan Silva, Rodrygo L. T. Santos |
| 2017 | Exploring the Semantic Gap for Movie Recommendations. Mehdi Elahi, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Leonardo Cella, Stefano Cereda, Paolo Cremonesi |
| 2017 | FATREC Workshop on Responsible Recommendation. Michael D. Ekstrand, Amit Sharma |
| 2017 | Fairness-Aware Group Recommendation with Pareto-Efficiency. Xiao Lin, Min Zhang, Yongfeng Zhang, Zhaoquan Gu, Yiqun Liu, Shaoping Ma |
| 2017 | Fewer Flops at the Top: Accuracy, Diversity, and Regularization in Two-Class Collaborative Filtering. Bibek Paudel, Thilo Haas, Abraham Bernstein |
| 2017 | Folding: Why Good Models Sometimes Make Spurious Recommendations. Doris Xin, Nicolas Mayoraz, Hubert Pham, Karthik Lakshmanan, John R. Anderson |
| 2017 | Geographical Diversification in POI Recommendation: Toward Improved Coverage on Interested Areas. Jungkyu Han, Hayato Yamana |
| 2017 | Getting Deep Recommenders Fit: Bloom Embeddings for Sparse Binary Input/Output Networks. Joan Serrà, Alexandros Karatzoglou |
| 2017 | Improving Higher Education: Learning Analytics & Recommender Systems Research. George Karypis |
| 2017 | Improving Similarity Measures Using Ontological Data. Özge Sürer |
| 2017 | Improving the Trustworthiness of Recommendations in Collaborative Filtering under the Belief Function Framework. Raoua Abdelkhalek |
| 2017 | Interpretable Convolutional Neural Networks with Dual Local and Global Attention for Review Rating Prediction. Sungyong Seo, Jing Huang, Hao Yang, Yan Liu |
| 2017 | KidRec: Children & Recommender Systems: Workshop Co-located with ACM Conference on Recommender Systems (RecSys 2017). Jerry Alan Fails, Maria Soledad Pera, Franca Garzotto, Mirko Gelsomini |
| 2017 | LSRS'17: Workshop on Large-Scale Recommender Systems. Tao Ye, Denis Parra, Vito Ostuni, Tao Wang |
| 2017 | Learning to Rank with Trust and Distrust in Recommender Systems. Dimitrios Rafailidis, Fabio Crestani |
| 2017 | MPR: Multi-Objective Pairwise Ranking. Rasaq Otunba, Raimi A. Rufai, Jessica Lin |
| 2017 | Memory Networks for Recommendation. Jason Weston |
| 2017 | Metalearning for Context-aware Filtering: Selection of Tensor Factorization Algorithms. Tiago Cunha, Carlos Soares, André C. P. L. F. de Carvalho |
| 2017 | Modeling User Session and Intent with an Attention-based Encoder-Decoder Architecture. Pablo Loyola, Chen Liu, Yu Hirate |
| 2017 | Modeling the Assimilation-Contrast Effects in Online Product Rating Systems: Debiasing and Recommendations. Xiaoying Zhang, Junzhou Zhao, John C. S. Lui |
| 2017 | New Paths in Music Recommender Systems Research. Markus Schedl, Peter Knees, Fabien Gouyon |
| 2017 | On Parallelizing SGD for Pairwise Learning to Rank in Collaborative Filtering Recommender Systems. A. Murat Yagci, Tevfik Aytekin, Fikret S. Gürgen |
| 2017 | Online Learning to Rank for Recommender Systems. Daan Odijk, Anne Schuth |
| 2017 | Online Recommender System for Personalized Nutrition Advice. Rodrigo Zenun Franco |
| 2017 | PathRec: Visual Analysis of Travel Route Recommendations. Dawei Chen, Dongwoo Kim, Lexing Xie, Minjeong Shin, Aditya Krishna Menon, Cheng Soon Ong, Iman Avazpour, John Grundy |
| 2017 | Personalization challenges in e-Learning. Roberto Turrin |
| 2017 | Personalization is a Two-Way Street. Ronny Lempel |
| 2017 | Personalized Job Recommendation System at LinkedIn: Practical Challenges and Lessons Learned. Krishnaram Kenthapadi, Benjamin Le, Ganesh Venkataraman |
| 2017 | Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks. Massimo Quadrana, Alexandros Karatzoglou, Balázs Hidasi, Paolo Cremonesi |
| 2017 | Pokedem: an Automatic Social Media Management Application. Francesco Corcoglioniti, Claudio Giuliano, Yaroslav Nechaev, Roberto Zanoli |
| 2017 | Practical Lessons from Developing a Large-Scale Recommender System at Zalando. Antonino Freno |
| 2017 | Privacy for Recommender Systems: Tutorial Abstract. Bart P. Knijnenburg, Shlomo Berkovsky |
| 2017 | Proceedings of the Eleventh ACM Conference on Recommender Systems, RecSys 2017, Como, Italy, August 27-31, 2017 Paolo Cremonesi, Francesco Ricci, Shlomo Berkovsky, Alexander Tuzhilin |
| 2017 | Product Recommendations Enhanced with Reviews. Muthusamy Chelliah, Sudeshna Sarkar |
| 2017 | RecSys Challenge 2017: Offline and Online Evaluation. Fabian Abel, Yashar Deldjoo, Mehdi Elahi, Daniel Kohlsdorf |
| 2017 | RecSys'17 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems. Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Nava Tintarev, Martijn C. Willemsen |
| 2017 | RecTour 2017: Workshop on Recommenders in Tourism. Julia Neidhardt, Daniel R. Fesenmaier, Tsvi Kuflik, Wolfgang Wörndl |
| 2017 | Recommendation Applications and Systems at Electronic Arts. Meng Wu, John Kolen, Navid Aghdaie, Kazi A. Zaman |
| 2017 | Recommendation of High Quality Representative Reviews in e-commerce. Debanjan Paul, Sudeshna Sarkar, Muthusamy Chelliah, Chetan Kalyan, Prajit Prashant Sinai Nadkarni |
| 2017 | Recommender Systems and the New New Economics of Information. George Loewenstein |
| 2017 | Recommending Personalized News in Short User Sessions. Elena Viorica Epure, Benjamin Kille, Jon Espen Ingvaldsen, Rébecca Deneckère, Camille Salinesi, Sahin Albayrak |
| 2017 | Recommending Product Sizes to Customers. Vivek Sembium, Rajeev Rastogi, Atul Saroop, Srujana Merugu |
| 2017 | Recommending a Sequence of Points of Interest to a Group of Users in a Mobile Context. Daniel Herzog |
| 2017 | Rethinking Collaborative Filtering: A Practical Perspective on State-of-the-art Research Based on Real World Insights. Noam Koenigstein |
| 2017 | Search Ranking And Personalization at Airbnb. Mihajlo Grbovic |
| 2017 | Second Workshop on Health Recommender Systems: (HealthRecSys 2017). David Elsweiler, Santiago Hors-Fraile, Bernd Ludwig, Alan Said, Hanna Schäfer, Christoph Trattner, Helma Torkamaan, André Calero Valdez |
| 2017 | Secure Multi-Party Protocols for Item-Based Collaborative Filtering. Erez Shmueli, Tamir Tassa |
| 2017 | Sequential User-based Recurrent Neural Network Recommendations. Tim Donkers, Benedikt Loepp, Jürgen Ziegler |
| 2017 | Surveying User Reactions to Recommendations Based on Inferences Made by Face Detection Technology. Jennifer Marlow, Jason Wiese |
| 2017 | The 1st International Workshop on Temporal Reasoning in Recommender Systems. Mária Bieliková, Veronika Bogina, Tsvi Kuflik, Roy Sasson |
| 2017 | The 1st Workshop on Intelligent Recommender Systems by Knowledge Transfer & Learning: (RecSysKTL). Yong Zheng, Weike Pan, Shaghayegh (Sherry) Sahebi, Ignacio Fernández |
| 2017 | The Exploration-Exploitation Trade-off in Interactive Recommender Systems. Andrea Barraza-Urbina |
| 2017 | The Magic Barrier Revisited: Accessing Natural Limitations of Recommender Assessment. Kevin Jasberg, Sergej Sizov |
| 2017 | TransNets: Learning to Transform for Recommendation. Rose Catherine, William W. Cohen |
| 2017 | Translation-based Recommendation. Ruining He, Wang-Cheng Kang, Julian J. McAuley |
| 2017 | Tutorial on Open Source Online Learning Recommenders. Róbert Pálovics, Domokos Kelen, András A. Benczúr |
| 2017 | Understanding How People Use Natural Language to Ask for Recommendations. Jie Kang, Kyle Condiff, Shuo Chang, Joseph A. Konstan, Loren G. Terveen, F. Maxwell Harper |
| 2017 | Unsupervised Context-Driven Recommendations Based On User Reviews. Francisco J. Peña |
| 2017 | User Preferences Analysis Using Visual Stimuli. Peter Gaspar |
| 2017 | User Preferences for Hybrid Explanations. Pigi Kouki, James Schaffer, Jay Pujara, John O'Donovan, Lise Getoor |
| 2017 | Using Explainability for Constrained Matrix Factorization. Behnoush Abdollahi, Olfa Nasraoui |
| 2017 | VAMS 2017: Workshop on Value-Aware and Multistakeholder Recommendation. Robin Burke, Gediminas Adomavicius, Ido Guy, Jan Krasnodebski, Luiz Augusto Pizzato, Yi Zhang, Himan Abdollahpouri |
| 2017 | Visual Analysis of Recommendation Performance. Ludovik Çoba, Panagiotis Symeonidis, Markus Zanker |
| 2017 | When Recurrent Neural Networks meet the Neighborhood for Session-Based Recommendation. Dietmar Jannach, Malte Ludewig |
| 2017 | Workshop on Recommendation in Complex Scenarios: (ComplexRec 2017). Toine Bogers, Marijn Koolen, Bamshad Mobasher, Alan Said, Alexander Tuzhilin |
| 2017 | entity2rec: Learning User-Item Relatedness from Knowledge Graphs for Top-N Item Recommendation. Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy |