| 2018 | 2nd FATREC workshop: responsible recommendation. Toshihiro Kamishima, Pierre-Nicolas Schwab, Michael D. Ekstrand |
| 2018 | 2nd workshop on recommendation in complex scenarios (complexrec 2018). Toine Bogers, Marijn Koolen, Bamshad Mobasher, Alan Said, Casper Petersen |
| 2018 | A crowdsourcing triage algorithm for geopolitical event forecasting. Mohammad Rostami, David J. Huber, Tsai-Ching Lu |
| 2018 | A field study of related video recommendations: newest, most similar, or most relevant? Yifan Zhong, Tahir Lazaro Sousa Menezes, Vikas Kumar, Qian Zhao, F. Maxwell Harper |
| 2018 | A hierarchical bayesian model for size recommendation in fashion. Romain Guigourès, Yuen King Ho, Evgenii Koriagin, Abdul-Saboor Sheikh, Urs Bergmann, Reza Shirvany |
| 2018 | A probabilistic model for intrusive recommendation assessment. Imen Akermi, Mohand Boughanem, Rim Faiz |
| 2018 | ACM recsys workshop on recommenders in tourism (rectour 2018). Julia Neidhardt, Wolfgang Wörndl, Tsvi Kuflik, Markus Zanker |
| 2018 | ACM recsys'18 late-breaking results (posters). Christoph Trattner, Vanessa Murdock, Shuo Chang |
| 2018 | Adapting session based recommendation for features through transfer learning. Even Oldridge |
| 2018 | Adaptive collaborative topic modeling for online recommendation. Marie Al-Ghossein, Pierre-Alexandre Murena, Talel Abdessalem, Anthony Barré, Antoine Cornuéjols |
| 2018 | Artwork personalization at netflix. Fernando Amat Gil, Ashok Chandrashekar, Tony Jebara, Justin Basilico |
| 2018 | Attentive neural architecture incorporating song features for music recommendation. Noveen Sachdeva, Kartik Gupta, Vikram Pudi |
| 2018 | Audio-visual encoding of multimedia content for enhancing movie recommendations. Yashar Deldjoo, Mihai Gabriel Constantin, Hamid Eghbal-zadeh, Bogdan Ionescu, Markus Schedl, Paolo Cremonesi |
| 2018 | Automating recommender systems experimentation with librec-auto. Masoud Mansoury, Robin Burke, Aldo Ordonez-Gauger, Xavier Sepulveda |
| 2018 | Beyond the top-N: algorithms that generate recommendations for self-actualization. Lijie Guo |
| 2018 | Building recommender systems with strict privacy boundaries. Renaud Bourassa |
| 2018 | CF4CF: recommending collaborative filtering algorithms using collaborative filtering. Tiago Cunha, Carlos Soares, André C. P. L. F. de Carvalho |
| 2018 | CHAMELEON: a deep learning meta-architecture for news recommender systems. Gabriel de Souza Pereira Moreira |
| 2018 | CLoSe: Contextualized Location Sequence Recommender. Ramesh Baral, S. S. Iyengar, Tao Li, N. Balakrishnan |
| 2018 | Calibrated recommendations. Harald Steck |
| 2018 | Case recommender: a flexible and extensible python framework for recommender systems. Arthur F. Da Costa, Eduardo P. Fressato, Fernando Soares de Aguiar Neto, Marcelo G. Manzato, Ricardo J. G. B. Campello |
| 2018 | Categorical-attributes-based item classification for recommender systems. Qian Zhao, Jilin Chen, Minmin Chen, Sagar Jain, Alex Beutel, Francois Belletti, Ed H. Chi |
| 2018 | Causal embeddings for recommendation. Stephen Bonner, Flavian Vasile |
| 2018 | Cognitive company discovery. Anuradha Bhamidipaty, Daniel M. Gruen, Justin Platz, John Vergo |
| 2018 | Comfride: a smartphone based system for comfortable public transport recommendation. Rohit Verma, Surjya Ghosh, Saketh Mahankali, Niloy Ganguly, Bivas Mitra, Sandip Chakraborty |
| 2018 | Comparing recommender systems using synthetic data. Manel Slokom |
| 2018 | Concept to code: learning distributed representation of heterogeneous sources for recommendation. Omprakash Sonie, Sudeshna Sarkar, Surender Kumar |
| 2018 | Connecting sellers and buyers on the world's largest inventory. Ido Guy |
| 2018 | Conversational content discovery via comcast X1 voice interface. Shahin Sefati, Parsa Saadatpanah, Hassan Sayyadi, Jan Neumann |
| 2018 | DLRS 2018: third workshop on deep learning for recommender systems. Balázs Hidasi, Alexandros Karatzoglou, Oren Sar Shalom, Bracha Shapira, Domonkos Tikk, Flavian Vasile, Sander Dieleman |
| 2018 | Decomposing fit semantics for product size recommendation in metric spaces. Rishabh Misra, Mengting Wan, Julian J. McAuley |
| 2018 | Deep inventory Bobby Prévost, Jonathan Laflamme Janssen, Jaime R. Camacaro, Carolina Bessega |
| 2018 | Deep neural network marketplace recommenders in online experiments. Simen Eide, Ning Zhou |
| 2018 | Deep reinforcement learning for page-wise recommendations. Xiangyu Zhao, Long Xia, Liang Zhang, Zhuoye Ding, Dawei Yin, Jiliang Tang |
| 2018 | Effects of personal characteristics on music recommender systems with different levels of controllability. Yucheng Jin, Nava Tintarev, Katrien Verbert |
| 2018 | Efficient online recommendation via low-rank ensemble sampling. Xiuyuan Lu, Zheng Wen, Branislav Kveton |
| 2018 | Eliciting pairwise preferences in recommender systems. Saikishore Kalloori, Francesco Ricci, Rosella Gennari |
| 2018 | Emotions and personality in recommender systems: tutorial. Marko Tkalcic |
| 2018 | Enhancing structural diversity in social networks by recommending weak ties. Javier Sanz-Cruzado, Pablo Castells |
| 2018 | Explore, exploit, and explain: personalizing explainable recommendations with bandits. James McInerney, Benjamin Lacker, Samantha Hansen, Karl Higley, Hugues Bouchard, Alois Gruson, Rishabh Mehrotra |
| 2018 | Exploring author gender in book rating and recommendation. Michael D. Ekstrand, Mucun Tian, Mohammed R. Imran Kazi, Hoda Mehrpouyan, Daniel Kluver |
| 2018 | Exploring recommendations under user-controlled data filtering. Hongyi Wen, Longqi Yang, Michael Sobolev, Deborah Estrin |
| 2018 | Extra: explaining team recommendation in networks. Qinghai Zhou, Liangyue Li, Nan Cao, Norbou Buchler, Hanghang Tong |
| 2018 | Field-aware probabilistic embedding neural network for CTR prediction. Weiwen Liu, Ruiming Tang, Jiajin Li, Jinkai Yu, Huifeng Guo, Xiuqiang He, Shengyu Zhang |
| 2018 | Five E's: reflecting on the design of recommendations. Elizabeth F. Churchill |
| 2018 | Generation meets recommendation: proposing novel items for groups of users. Thanh Vinh Vo, Harold Soh |
| 2018 | Get me the best: predicting best answerers in community question answering sites. Rohan Tondulkar, Manisha Dubey, Maunendra Sankar Desarkar |
| 2018 | HOP-rec: high-order proximity for implicit recommendation. Jheng-Hong Yang, Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai |
| 2018 | Harnessing a generalised user behaviour model for next-POI recommendation. David Massimo, Francesco Ricci |
| 2018 | How algorithmic confounding in recommendation systems increases homogeneity and decreases utility. Allison June-Barlow Chaney, Brandon M. Stewart, Barbara E. Engelhardt |
| 2018 | Hulu video recommendation: from relevance to reasoning. Xiaoran Xu, Laming Chen, Songpeng Zu, Hanning Zhou |
| 2018 | Hybrid search: incorporating contextual signals in recommendations at pinterest. Jenny Liu |
| 2018 | Impact of item consumption on assessment of recommendations in user studies. Benedikt Loepp, Tim Donkers, Timm Kleemann, Jürgen Ziegler |
| 2018 | Interactive recommendation via deep neural memory augmented contextual bandits. Yilin Shen, Yue Deng, Avik Ray, Hongxia Jin |
| 2018 | Interpreting user inaction in recommender systems. Qian Zhao, Martijn C. Willemsen, Gediminas Adomavicius, F. Maxwell Harper, Joseph A. Konstan |
| 2018 | Item recommendation on monotonic behavior chains. Mengting Wan, Julian J. McAuley |
| 2018 | Judging similarity: a user-centric study of related item recommendations. Yuan Yao, F. Maxwell Harper |
| 2018 | Kernelized probabilistic matrix factorization for collaborative filtering: exploiting projected user and item graph. Bithika Pal, Mamata Jenamani |
| 2018 | Knowledge-aware and conversational recommender systems. Vito Walter Anelli, Pierpaolo Basile, Derek G. Bridge, Tommaso Di Noia, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Markus Zanker |
| 2018 | Large-scale recommendation for portfolio optimization. Robin M. E. Swezey, Bruno Charron |
| 2018 | Learning consumer and producer embeddings for user-generated content recommendation. Wang-Cheng Kang, Julian J. McAuley |
| 2018 | Learning content and usage factors simultaneously to reduce clickbaits. Arnab Bhadury, Aanchan Mohan |
| 2018 | Learning to recommend diverse items over implicit feedback on PANDOR. Sumit Sidana, Charlotte Laclau, Massih-Reza Amini |
| 2018 | Learning within-session budgets from browsing trajectories. Diane Hu, Raphael Louca, Liangjie Hong, Julian J. McAuley |
| 2018 | Measuring anti-relevance: a study on when recommendation algorithms produce bad suggestions. Pablo Sánchez, Alejandro Bellogín |
| 2018 | Measuring operational quality of recommendations: industry talk abstract. Lina Weichbrodt |
| 2018 | Mixed methods for evaluating user satisfaction. Jean Garcia-Gathright, Christine Hosey, Brian St. Thomas, Ben Carterette, Fernando Diaz |
| 2018 | Modularizing deep neural network-inspired recommendation algorithms. Longqi Yang, Eugene Bagdasaryan, Hongyi Wen |
| 2018 | Module advisor: a hybrid recommender system for elective module exploration. Nina Hagemann, Michael P. O'Mahony, Barry Smyth |
| 2018 | Multimedia recommender systems. Yashar Deldjoo, Markus Schedl, Balázs Hidasi, Peter Knees |
| 2018 | Multistakeholder recommendation with provider constraints. Özge Sürer, Robin Burke, Edward C. Malthouse |
| 2018 | Neural gaussian mixture model for review-based rating prediction. Dong Deng, Liping Jing, Jian Yu, Shaolong Sun, Haofei Zhou |
| 2018 | No more ready-made deals: constructive recommendation for telco service bundling. Paolo Dragone, Giovanni Pellegrini, Michele Vescovi, Katya Tentori, Andrea Passerini |
| 2018 | On the robustness and discriminative power of information retrieval metrics for top-N recommendation. Daniel Valcarce, Alejandro Bellogín, Javier Parapar, Pablo Castells |
| 2018 | Optimally balancing receiver and recommended users' importance in reciprocal recommender systems. Akiva Kleinerman, Ariel Rosenfeld, Francesco Ricci, Sarit Kraus |
| 2018 | Picture-based navigation for diagnosing post-harvest diseases of apple. Maximilian Nocker, Gabriele Sottocornola, Markus Zanker, Sanja Baric, Greice Amaral Carneiro, Fabio Stella |
| 2018 | Preference elicitation as an optimization problem. Anna Sepliarskaia, Julia Kiseleva, Filip Radlinski, Maarten de Rijke |
| 2018 | Proceedings of the 12th ACM Conference on Recommender Systems, RecSys 2018, Vancouver, BC, Canada, October 2-7, 2018 Sole Pera, Michael D. Ekstrand, Xavier Amatriain, John O'Donovan |
| 2018 | Providing explanations for recommendations in reciprocal environments. Akiva Kleinerman, Ariel Rosenfeld, Sarit Kraus |
| 2018 | Psrec: social recommendation with pseudo ratings. Yitong Meng, Guangyong Chen, Jiajin Li, Shengyu Zhang |
| 2018 | Quality-aware neural complementary item recommendation. Yin Zhang, Haokai Lu, Wei Niu, James Caverlee |
| 2018 | Query-based simple and scalable recommender systems with apache hivemall. Takuya Kitazawa, Makoto Yui |
| 2018 | REVEAL 2018: offline evaluation for recommender systems. Thorsten Joachims, Adith Swaminathan, Yves Raimond, Olivier Koch, Flavian Vasile |
| 2018 | Rank and rate: multi-task learning for recommender systems. Guy Hadash, Oren Sar Shalom, Rita Osadchy |
| 2018 | RecGAN: recurrent generative adversarial networks for recommendation systems. Homanga Bharadhwaj, Homin Park, Brian Y. Lim |
| 2018 | Recommendations for chemists: a case study. Steven L. Rohall, Margaret Pancost-Heidebrecht, Bill Shirley, Douglas Bacon, Michael A. Tarselli |
| 2018 | Recommending social cohesion. Christopher Berry |
| 2018 | Recommending social-interactive games for adults with autism spectrum disorders (ASD). Yiu-Kai Ng, Maria Soledad Pera |
| 2018 | Recsys challenge 2018: automatic music playlist continuation. Ching-Wei Chen, Paul Lamere, Markus Schedl, Hamed Zamani |
| 2018 | Recsys'18 joint workshop on interfaces and human decision making for recommender systems. Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen |
| 2018 | Recurrent knowledge graph embedding for effective recommendation. Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon, Long-Kai Huang, Chi Xu |
| 2018 | Scalable structured prediction for richly structured socio-behavioral data. Lise Getoor |
| 2018 | SeRenA: a semantic recommender for all. Giorgia Di Tommaso |
| 2018 | Semantic-based tag recommendation in scientific bookmarking systems. Hebatallah A. Mohamed Hassan, Giuseppe Sansonetti, Fabio Gasparetti, Alessandro Micarelli |
| 2018 | Sequence-aware recommendation. Massimo Quadrana, Paolo Cremonesi |
| 2018 | Spectral collaborative filtering. Lei Zheng, Chun-Ta Lu, Fei Jiang, Jiawei Zhang, Philip S. Yu |
| 2018 | Streamingrec: a framework for benchmarking stream-based news recommenders. Michael Jugovac, Dietmar Jannach, Mozhgan Karimi |
| 2018 | Sustainability at scale: towards bridging the intention-behavior gap with sustainable recommendations. Sabina Tomkins, Steven Isley, Ben London, Lise Getoor |
| 2018 | Testing a recommender system for self-actualization. Daricia Wilkinson |
| 2018 | The 2nd workshop on intelligent recommender systems by knowledge transfer & learning (recsysKTL). Shaghayegh (Sherry) Sahebi, Yong Zheng, Weike Pan, Ignacio Fernández |
| 2018 | The art of drafting: a team-oriented hero recommendation system for multiplayer online battle arena games. Zhengxing Chen, Truong-Huy D. Nguyen, Yuyu Xu, Christopher Amato, Seth Cooper, Yizhou Sun, Magy Seif El-Nasr |
| 2018 | Third international workshop on health recommender systems (healthrecsys 2018). David Elsweiler, Bernd Ludwig, Alan Said, Hanna Schäfer, Helma Torkamaan, Christoph Trattner |
| 2018 | Tourrec: a tourist trip recommender system for individuals and groups. Daniel Herzog, Christopher Laß, Wolfgang Wörndl |
| 2018 | Towards an open, collaborative REST API for recommender systems. Iván García, Alejandro Bellogín |
| 2018 | Towards the next generation of multi-criteria recommender systems. Zhe Li |
| 2018 | Translation-based factorization machines for sequential recommendation. Rajiv Pasricha, Julian J. McAuley |
| 2018 | Trust-based collaborative filtering: tackling the cold start problem using regular equivalence. Tomislav Duricic, Emanuel Lacic, Dominik Kowald, Elisabeth Lex |
| 2018 | Unbiased offline recommender evaluation for missing-not-at-random implicit feedback. Longqi Yang, Yin Cui, Yuan Xuan, Chenyang Wang, Serge J. Belongie, Deborah Estrin |
| 2018 | Understanding user interactions with podcast recommendations delivered via voice. Longqi Yang, Michael Sobolev, Christina Tsangouri, Deborah Estrin |
| 2018 | User preference learning in multi-criteria recommendations using stacked auto encoders. Dharahas Tallapally, Rama Syamala Sreepada, Bidyut Kr. Patra, Korra Sathya Babu |
| 2018 | User preferences in recommendation algorithms: the influence of user diversity, trust, and product category on privacy perceptions in recommender algorithms. Laura Burbach, Johannes Nakayama, Nils Plettenberg, Martina Ziefle, André Calero Valdez |
| 2018 | Using citation-context to reduce topic drifting on pure citation-based recommendation. Anita Khadka, Petr Knoth |
| 2018 | Using textual summaries to describe a set of products. Kittipitch Kuptavanich |
| 2018 | Variational learning to rank (VL2R). Keld T. Lundgaard |
| 2018 | Video recommendation using crowdsourced time-sync comments. Qing Ping |
| 2018 | What's going on in my city?: recommender systems and electronic participatory budgeting. Iván Cantador, María E. Cortés-Cediel, Miriam Fernández, Harith Alani |
| 2018 | Why I like it: multi-task learning for recommendation and explanation. Yichao Lu, Ruihai Dong, Barry Smyth |
| 2018 | Word2vec applied to recommendation: hyperparameters matter. Hugo Caselles-Dupré, Florian Lesaint, Jimena Royo-Letelier |