| 2014 | Ratings meet reviews, a combined approach to recommend. | Guang Ling, Michael R. Lyu, Irwin King |
| 2014 | Using graded implicit feedback for bayesian personalized ranking. | Lukas Lerche, Dietmar Jannach |
| 2014 | Overview of ACM RecSys CrowdRec 2014 workshop: crowdsourcing and human computation for recommender systems. | Martha A. Larson, Paolo Cremonesi, Alexandros Karatzoglou |
| 2014 | A methodology for learning, analyzing, and mitigating social influence bias in recommender systems. | Sanjay Krishnan, Jay Patel, Michael J. Franklin, Ken Goldberg |
| 2014 | Evaluating recommender behavior for new users. | Daniel Kluver, Joseph A. Konstan |
| 2014 | Bayesian binomial mixture model for collaborative prediction with non-random missing data. | Yong-Deok Kim, Seungjin Choi |
| 2014 | Cosibon: an E-commerce like platform enabling bricks-and-mortar stores to use sophisticated product recommender systems. | Thorben Keller, Matthias Raffelsieper |
| 2014 | Correcting Popularity Bias by Enhancing Recommendation Neutrality. | Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma |
| 2014 | Analyzing the Characteristics of Shared Playlists for Music Recommendation. | Dietmar Jannach, Iman Kamehkhosh, Geoffray Bonnin |
| 2014 | The sixth ACM RecSys workshop on recommender systems and the social web. | Dietmar Jannach, Jill Freyne, Werner Geyer, Ido Guy, Andreas Hotho, Bamshad Mobasher |
| 2014 | Recommendation-based modeling support for data mining processes. | Dietmar Jannach, Simon Fischer |
| 2014 | A Travel Recommender System for Combining Multiple Travel Regions to a Composite Trip. | Daniel Herzog, Wolfgang Wrndl |
| 2014 | Dynamics of human trust in recommender systems. | Jason L. Harman, John O'Donovan, Tarek F. Abdelzaher, Cleotilde Gonzalez |
| 2014 | Context adaptation in interactive recommender systems. | Negar Hariri, Bamshad Mobasher, Robin D. Burke |
| 2014 | Social recommender system tutorial. | Ido Guy, Werner Geyer |
| 2014 | A parameter-free algorithm for an optimized tag recommendation list size. | Modou Gueye, Talel Abdessalem, Hubert Naacke |
| 2014 | Content ordering based on commuting patterns. | Travis Gingerich, Omar Alonso |
| 2014 | Engaging Learners in an Enterprise L&K System. | Wesley M. Gifford, Ashish Jagmohan, Yi-Min Chee, Anshul Sheopuri, John Ambrose, Sue Rodeman, Shota Aki |
| 2014 | Focal: a personalized mobile news reader. | Florent Garcin, Frederik Galle, Boi Faltings |
| 2014 | Offline and online evaluation of news recommender systems at swissinfo.ch. | Florent Garcin, Boi Faltings, Olivier Donatsch, Ayar Alazzawi, Christophe Bruttin, Amr Huber |
| 2014 | Personalized location recommendation on location-based social networks. | Huiji Gao, Jiliang Tang, Huan Liu |
| 2014 | Exploiting Social Tags in Matrix Factorization Models for Cross-domain Collaborative Filtering. | Ignacio Fernndez-Tobas, Ivn Cantador |
| 2014 | Implicit vs. explicit trust in social matrix factorization. | Soude Fazeli, Babak Loni, Alejandro Bellogn, Hendrik Drachsler, Peter B. Sloep |
| 2014 | Random Walk with Wait and Restart on Document Co-citation Network for Similar Document Search. | Masaki Eto |
| 2014 | Interactive Food Recommendation for Groups. | Mehdi Elahi, Mouzhi Ge, Francesco Ricci, David Massimo, Shlomo Berkovsky |