| 2013 | Toward identification and adoption of best practices in algorithmic recommender systems research. | Joseph A. Konstan, Gediminas Adomavicius |
| 2013 | Xbox movies recommendations: variational bayes matrix factorization with embedded feature selection. | Noam Koenigstein, Ulrich Paquet |
| 2013 | Towards scalable and accurate item-oriented recommendations. | Noam Koenigstein, Yehuda Koren |
| 2013 | Simplifying Privacy Decisions: Towards Interactive and Adaptive Solutions. | Bart P. Knijnenburg |
| 2013 | Hybrid event recommendation using linked data and user diversity. | Houda Khrouf, Raphal Troncy |
| 2013 | Learning to rank for recommender systems. | Alexandros Karatzoglou, Linas Baltrunas, Yue Shi |
| 2013 | Efficiency Improvement of Neutrality-Enhanced Recommendation. | Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma |
| 2013 | Location-aware music recommendation using auto-tagging and hybrid matching. | Marius Kaminskas, Francesco Ricci, Markus Schedl |
| 2013 | Interview process learning for top-n recommendation. | Fangwei Hu, Yong Yu |
| 2013 | Personalised ranking with diversity. | Neil J. Hurley |
| 2013 | Spatial topic modeling in online social media for location recommendation. | Bo Hu, Martin Ester |
| 2013 | Structural Diversity in Social Recommender Systems. | Xinyi (Lisa) Huang, Mitul Tiwari, Sam Shah |
| 2013 | Query-driven context aware recommendation. | Negar Hariri, Bamshad Mobasher, Robin D. Burke |
| 2013 | Using maximum coverage to optimize recommendation systems in e-commerce. | Mikael Hammar, Robin Karlsson, Bengt J. Nilsson |
| 2013 | A Sentiment-Based Approach to Twitter User Recommendation. | Davide Feltoni Gurini, Fabio Gasparetti, Alessandro Micarelli, Giuseppe Sansonetti |
| 2013 | Prior ratings: a new information source for recommender systems in e-commerce. | Guibing Guo, Jie Zhang, Daniel Thalmann, Neil Yorke-Smith |
| 2013 | Integrating trust and similarity to ameliorate the data sparsity and cold start for recommender systems. | Guibing Guo |
| 2013 | FoldCons: A Simple Way To Improve Tag Recommendation. | Modou Gueye, Talel Abdessalem, Hubert Naacke |
| 2013 | STRec: An Improved Graph-based Tag Recommender. | Modou Gueye, Talel Abdessalem, Hubert Naacke |
| 2013 | ReComment: towards critiquing-based recommendation with speech interaction. | Peter Grasch, Alexander Felfernig, Florian Reinfrank |
| 2013 | Workshop on recommender systems meet big data & semantic technologies: SeRSy 2013. | Marco de Gemmis, Tommaso Di Noia, Ora Lassila, Pasquale Lops, Thomas Lukasiewicz, Giovanni Semeraro |
| 2013 | PEN RecSys: a personalized news recommender systems framework. | Florent Garcin, Boi Faltings |
| 2013 | Personalized news recommendation with context trees. | Florent Garcin, Christos Dimitrakakis, Boi Faltings |
| 2013 | Exploring temporal effects for location recommendation on location-based social networks. | Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu |
| 2013 | Improving user profile with personality traits predicted from social media content. | Rui Gao, Bibo Hao, Shuotian Bai, Lin Li, Ang Li, Tingshao Zhu |