| 2014 | 'Free lunch' enhancement for collaborative filtering with factorization machines. Babak Loni, Alan Said, Martha A. Larson, Alan Hanjalic |
| 2014 | A framework for matrix factorization based on general distributions. Josef Bauer, Alexandros Nanopoulos |
| 2014 | A methodology for learning, analyzing, and mitigating social influence bias in recommender systems. Sanjay Krishnan, Jay Patel, Michael J. Franklin, Ken Goldberg |
| 2014 | A parameter-free algorithm for an optimized tag recommendation list size. Modou Gueye, Talel Abdessalem, Hubert Naacke |
| 2014 | A robust model for paper reviewer assignment. Xiang Liu, Torsten Suel, Nasir D. Memon |
| 2014 | An analysis of users' propensity toward diversity in recommendations. Tommaso Di Noia, Vito Claudio Ostuni, Jessica Rosati, Paolo Tomeo, Eugenio Di Sciascio |
| 2014 | Aspect-based opinion mining and recommendationsystem for restaurant reviews. Vaishak Suresh, Syeda Roohi, Magdalini Eirinaki |
| 2014 | Attacking item-based recommender systems with power items. Carlos E. Seminario, David C. Wilson |
| 2014 | Automating readers' advisory to make book recommendations for K-12 readers. Maria Soledad Pera, Yiu-Kai Ng |
| 2014 | Bayesian binomial mixture model for collaborative prediction with non-random missing data. Yong-Deok Kim, Seungjin Choi |
| 2014 | Beyond clicks: dwell time for personalization. Xing Yi, Liangjie Hong, Erheng Zhong, Nathan Nan Liu, Suju Rajan |
| 2014 | Browser-oriented universal cross-site recommendation and explanation based on user browsing logs. Yongfeng Zhang |
| 2014 | CSLIM: contextual SLIM recommendation algorithms. Yong Zheng, Bamshad Mobasher, Robin D. Burke |
| 2014 | Choicla: towards domain-independent decision support for groups of users. Martin Stettinger |
| 2014 | Clinical online recommendation with subgroup rank feedback. Yanan Sui, Joel W. Burdick |
| 2014 | Cold-start news recommendation with domain-dependent browse graph. Michele Trevisiol, Luca Maria Aiello, Rossano Schifanella, Alejandro Jaimes |
| 2014 | Comparative recommender system evaluation: benchmarking recommendation frameworks. Alan Said, Alejandro Bellogín |
| 2014 | Configuring and monitoring recommender system as a service. David Ben-Shimon, Alexander Tsikinovsky, Michael Friedmann, Johannes Hörle |
| 2014 | Content ordering based on commuting patterns. Travis Gingerich, Omar Alonso |
| 2014 | Context adaptation in interactive recommender systems. Negar Hariri, Bamshad Mobasher, Robin D. Burke |
| 2014 | Controlled experimentation in recommendations, ranking & response prediction. Ya Xu, Rajesh Parekh, Juliette Aurisset |
| 2014 | Convex AUC optimization for top-N recommendation with implicit feedback. Fabio Aiolli |
| 2014 | Cosibon: an E-commerce like platform enabling bricks-and-mortar stores to use sophisticated product recommender systems. Thorben Keller, Matthias Raffelsieper |
| 2014 | Coverage, redundancy and size-awareness in genre diversity for recommender systems. Saúl Vargas, Linas Baltrunas, Alexandros Karatzoglou, Pablo Castells |
| 2014 | Cross-domain recommendations without overlapping data: myth or reality? Paolo Cremonesi, Massimo Quadrana |
| 2014 | Deviation-based and similarity-based contextual SLIM recommendation algorithms. Yong Zheng |
| 2014 | Dynamics of human trust in recommender systems. Jason L. Harman, John O'Donovan, Tarek F. Abdelzaher, Cleotilde Gonzalez |
| 2014 | Eighth ACM Conference on Recommender Systems, RecSys '14, Foster City, Silicon Valley, CA, USA - October 06 - 10, 2014 Alfred Kobsa, Michelle X. Zhou, Martin Ester, Yehuda Koren |
| 2014 | Eliciting the users' unknown preferences. Julia Neidhardt, Rainer Schuster, Leonhard Seyfang, Hannes Werthner |
| 2014 | Emphasize, don't filter!: displaying recommendations in Twitter timelines. Wesley Waldner, Julita Vassileva |
| 2014 | Enhancing personalization and learner engagement through context-aware recommendation in TEL. Betty Mayeku |
| 2014 | Ensemble contextual bandits for personalized recommendation. Liang Tang, Yexi Jiang, Lei Li, Tao Li |
| 2014 | Evaluating recommender behavior for new users. Daniel Kluver, Joseph A. Konstan |
| 2014 | Exploiting sentiment homophily for link prediction. Guangchao Yuan, Pradeep K. Murukannaiah, Zhe Zhang, Munindar P. Singh |
| 2014 | Exploiting temporal influence in online recommendation. Róbert Pálovics, András A. Benczúr, Levente Kocsis, Tamás Kiss, Erzsébet Frigó |
| 2014 | Explore-exploit in top-N recommender systems via Gaussian processes. Hastagiri P. Vanchinathan, Isidor Nikolic, Fabio De Bona, Andreas Krause |
| 2014 | Factored MDPs for detecting topics of user sessions. Maryam Tavakol, Ulf Brefeld |
| 2014 | First workshop on recommendation systems for television and online video: (RecSysTV 2014). Danny Bickson, John Hannon, Jan Neumann, Hassan Sayyadi |
| 2014 | Focal: a personalized mobile news reader. Florent Garcin, Frederik Galle, Boi Faltings |
| 2014 | GASGD: stochastic gradient descent for distributed asynchronous matrix completion via graph partitioning. Fabio Petroni, Leonardo Querzoni |
| 2014 | Gradient boosting factorization machines. Chen Cheng, Fen Xia, Tong Zhang, Irwin King, Michael R. Lyu |
| 2014 | Hybridisation techniques for cold-starting context-aware recommender systems. Matthias Braunhofer |
| 2014 | Implicit vs. explicit trust in social matrix factorization. Soude Fazeli, Babak Loni, Alejandro Bellogín, Hendrik Drachsler, Peter B. Sloep |
| 2014 | Improving recommender systems: user roles and lifecycles. Tien T. Nguyen |
| 2014 | Improving sales diversity by recommending users to items. Saul Vargas, Pablo Castells |
| 2014 | Improving the discriminative power of inferred content information using segmented virtual profile. Haishan Liu, Anuj Goyal, Trevor Walker, Anmol Bhasin |
| 2014 | Inferring user interests in the Twitter social network. Parantapa Bhattacharya, Muhammad Bilal Zafar, Niloy Ganguly, Saptarshi Ghosh, Krishna P. Gummadi |
| 2014 | Item cold-start recommendations: learning local collective embeddings. Martin Saveski, Amin Mantrach |
| 2014 | LinkedIn skills: large-scale topic extraction and inference. Mathieu Bastian, Matthew Hayes, William Vaughan, Sam Shah, Peter Skomoroch, Hyung Jin Kim, Sal Uryasev, Christopher Lloyd |
| 2014 | Modeling the dynamics of user preferences in coupled tensor factorization. Dimitrios Rafailidis, Alexandros Nanopoulos |
| 2014 | Modeling the effect of people's preferences and social forces on adopting and sharing items. Amit Sharma |
| 2014 | Moving beyond linearity and independence in top-N recommender systems. Evangelia Christakopoulou |
| 2014 | Multi-criteria journey aware housing recommender system. Elizabeth M. Daly, Adi Botea, Akihiro Kishimoto, Radu Marinescu |
| 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 | On over-specialization and concentration bias of recommendations: probabilistic neighborhood selection in collaborative filtering systems. Panagiotis Adamopoulos, Alexander Tuzhilin |
| 2014 | Overview of ACM RecSys CrowdRec 2014 workshop: crowdsourcing and human computation for recommender systems. Martha A. Larson, Paolo Cremonesi, Alexandros Karatzoglou |
| 2014 | PERSPeCT: collaborative filtering for tailored health communications. Roy J. Adams, Rajani S. Sadasivam, Kavitha Balakrishnan, Rebecca L. Kinney, Thomas K. Houston, Benjamin M. Marlin |
| 2014 | Personalized location recommendation on location-based social networks. Huiji Gao, Jiliang Tang, Huan Liu |
| 2014 | Preference elicitation for narrowing the recommended list for groups. Lihi Naamani Dery, Meir Kalech, Lior Rokach, Bracha Shapira |
| 2014 | Question recommendation for collaborative question answering systems with RankSLDA. José San Pedro, Alexandros Karatzoglou |
| 2014 | Question recommendation with constraints for massive open online courses. Diyi Yang, David Adamson, Carolyn Penstein Rosé |
| 2014 | REDD 2014 - international workshop on recommender systems evaluation: dimensions and design. Panagiotis Adamopoulos, Alejandro Bellogín, Pablo Castells, Paolo Cremonesi, Harald Steck |
| 2014 | Ratings meet reviews, a combined approach to recommend. Guang Ling, Michael R. Lyu, Irwin King |
| 2014 | RecSys'14 joint workshop on interfaces and human decision making for recommender systems. Nava Tintarev, John O'Donovan, Peter Brusilovsky, Alexander Felfernig, Giovanni Semeraro, Pasquale Lops |
| 2014 | Recommendation-based modeling support for data mining processes. Dietmar Jannach, Simon Fischer |
| 2014 | Recommender systems challenge 2014. Alan Said, Simon Dooms, Babak Loni, Domonkos Tikk |
| 2014 | Recommending user generated item lists. Yidan Liu, Min Xie, Laks V. S. Lakshmanan |
| 2014 | Recommending with an agenda: active learning of private attributes using matrix factorization. Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis, Nina Taft |
| 2014 | Rival: a toolkit to foster reproducibility in recommender system evaluation. Alan Said, Alejandro Bellogín |
| 2014 | Scalable audience targeted models for brand advertising on social networks. Kunpeng Zhang, Aris M. Ouksel, Shaokun Fan, Hengchang Liu |
| 2014 | Second workshop on large-scale recommender systems: research and best practice (LSRS 2014). Tao Ye, Danny Bickson, Qiang Yan |
| 2014 | Social collaborative filtering for cold-start recommendations. Suvash Sedhain, Scott Sanner, Darius Braziunas, Lexing Xie, Jordan Christensen |
| 2014 | Social recommender system tutorial. Ido Guy, Werner Geyer |
| 2014 | Speeding up the Xbox recommender system using a euclidean transformation for inner-product spaces. Yoram Bachrach, Yehuda Finkelstein, Ran Gilad-Bachrach, Liran Katzir, Noam Koenigstein, Nir Nice, Ulrich Paquet |
| 2014 | Switching hybrid for cold-starting context-aware recommender systems. Matthias Braunhofer, Victor Codina, Francesco Ricci |
| 2014 | System U: automatically deriving personality traits from social media for people recommendation. Hernan Badenes, Mateo N. Bengualid, Jilin Chen, Liang Gou, Eben M. Haber, Jalal Mahmud, Jeffrey W. Nichols, Aditya Pal, Jerald Schoudt, Barton A. Smith, Ying Xuan, Huahai Yang, Michelle X. Zhou |
| 2014 | Tell me where to go and what to do next, but do not bother me. Hongwei Liu, Gang Wu, Guoren Wang |
| 2014 | The recommender problem revisited. Xavier Amatriain |
| 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 | Towards a dynamic top-N recommendation framework. Xin Liu, Karl Aberer |
| 2014 | Tutorial on cross-domain recommender systems. Iván Cantador, Paolo Cremonesi |
| 2014 | Unifying nearest neighbors collaborative filtering. Koen Verstrepen, Bart Goethals |
| 2014 | User perception of differences in recommender algorithms. Michael D. Ekstrand, F. Maxwell Harper, Martijn C. Willemsen, Joseph A. Konstan |
| 2014 | Using graded implicit feedback for bayesian personalized ranking. Lukas Lerche, Dietmar Jannach |
| 2014 | Weighted hybrid recommendation for heterogeneous networks. Fatemeh Vahedian |
| 2014 | Workshop on new trends in content-based recommender systems: (CBRecSys 2014). Toine Bogers, Marijn Koolen, Iván Cantador |
| 2014 | WrapRec: an easy extension of recommender system libraries. Babak Loni, Alan Said |