| 2015 | Recommender Systems for Product Bundling. | Moran Beladev, Bracha Shapira, Lior Rokach |
| 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 | The Recommendation Game: Using a Game-with-a-Purpose to Generate Recommendation Data. | Sam Banks, Rachael Rafter, Barry Smyth |
| 2015 | Personalized Catch-up & DVR: VOD or Linear, That is the Question. | Pancrazio Auteri, Roberto Turrin |
| 2015 | Learning Distributed Representations from Reviews for Collaborative Filtering. | Amjad Almahairi, Kyle Kastner, Kyunghyun Cho, Aaron C. Courville |
| 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 | Adapting Recommendations to Contextual Changes Using Hierarchical Hidden Markov Models. | Mehdi Hosseinzadeh Aghdam, Negar Hariri, Bamshad Mobasher, Robin D. Burke |
| 2015 | Measuring the Concentration Reinforcement Bias of Recommender Systems. | Panagiotis Adamopoulos, Alexander Tuzhilin, Peter Mountanos |
| 2015 | Personality-Based Recommendations: Evidence from Amazon.com. | Panagiotis Adamopoulos, Vilma Todri |
| 2015 | We Know Where You Should Work Next Summer: Job Recommendations. | Fabian Abel |
| 2014 | Exploiting Popularity and Similarity for Link Recommendation in Twitter Networks. | Jun Zou, Faramarz Fekri |
| 2014 | CSLIM: contextual SLIM recommendation algorithms. | Yong Zheng, Bamshad Mobasher, Robin D. Burke |
| 2014 | Deviation-based and similarity-based contextual SLIM recommendation algorithms. | Yong Zheng |
| 2014 | Scalable audience targeted models for brand advertising on social networks. | Kunpeng Zhang, Aris M. Ouksel, Shaokun Fan, Hengchang Liu |
| 2014 | Browser-oriented universal cross-site recommendation and explanation based on user browsing logs. | Yongfeng Zhang |
| 2014 | Exploiting sentiment homophily for link prediction. | Guangchao Yuan, Pradeep K. Murukannaiah, Zhe Zhang, Munindar P. Singh |
| 2014 | Beyond clicks: dwell time for personalization. | Xing Yi, Liangjie Hong, Erheng Zhong, Nathan Nan Liu, Suju Rajan |
| 2014 | Second workshop on large-scale recommender systems: research and best practice (LSRS 2014). | Tao Ye, Danny Bickson, Qiang Yan |
| 2014 | Question recommendation with constraints for massive open online courses. | Diyi Yang, David Adamson, Carolyn Penstein Ros |
| 2014 | Controlled experimentation in recommendations, ranking & response prediction. | Ya Xu, Rajesh Parekh, Juliette Aurisset |
| 2014 | The Browsemaps: Collaborative Filtering at LinkedIn. | Lili Wu, Sam Shah, Sean Choi, Mitul Tiwari, Christian Posse |
| 2014 | Voting Operations for a Group Recommender System in a Distributed User Interface Environment. | Wolfgang Wrndl, Part Saelim |
| 2014 | Emphasize, don't filter!: displaying recommendations in Twitter timelines. | Wesley Waldner, Julita Vassileva |
| 2014 | Unifying nearest neighbors collaborative filtering. | Koen Verstrepen, Bart Goethals |