| 2018 | Personalized Symptom Checker Using Medical Claims. | Sabin Kafle, Penny Pan, Ali Torkamani, Stevi Halley, John Powers, Hakan Kardes |
| 2018 | Streamingrec: a framework for benchmarking stream-based news recommenders. | Michael Jugovac, Dietmar Jannach, Mozhgan Karimi |
| 2018 | REVEAL 2018: offline evaluation for recommender systems. | Thorsten Joachims, Adith Swaminathan, Yves Raimond, Olivier Koch, Flavian Vasile |
| 2018 | Deep Learning from Logged Interventions. | Thorsten Joachims |
| 2018 | Effects of personal characteristics on music recommender systems with different levels of controllability. | Yucheng Jin, Nava Tintarev, Katrien Verbert |
| 2018 | Delayed learning, multi-objective optimization, and whole slate generation in recommender systems. | Ray Jiang |
| 2018 | A Hybrid Health Journey Recommender System Using Electronic Medical Records. | Soheil Jamshidi, Mohamad Ali Torkamani, Jynelle Mellen, Malhar Jhaveri, Penny Pan, James Chung, Hakan Kardes |
| 2018 | Learning within-session budgets from browsing trajectories. | Diane Hu, Raphael Louca, Liangjie Hong, Julian J. McAuley |
| 2018 | DLRS 2018: third workshop on deep learning for recommender systems. | Balzs Hidasi, Alexandros Karatzoglou, Oren Sar Shalom, Bracha Shapira, Domonkos Tikk, Flavian Vasile, Sander Dieleman |
| 2018 | Integrating Public Displays into Tourist Trip Recommender Systems. | Daniel Herzog, Nikolaos Promponas-Kefalas, Wolfgang Wrndl |
| 2018 | Tourrec: a tourist trip recommender system for individuals and groups. | Daniel Herzog, Christopher La, Wolfgang Wrndl |
| 2018 | Semantic-based tag recommendation in scientific bookmarking systems. | Hebatallah A. Mohamed Hassan, Giuseppe Sansonetti, Fabio Gasparetti, Alessandro Micarelli |
| 2018 | Module advisor: a hybrid recommender system for elective module exploration. | Nina Hagemann, Michael P. O'Mahony, Barry Smyth |
| 2018 | Rank and rate: multi-task learning for recommender systems. | Guy Hadash, Oren Sar Shalom, Rita Osadchy |
| 2018 | Connecting sellers and buyers on the world's largest inventory. | Ido Guy |
| 2018 | Beyond the top-N: algorithms that generate recommendations for self-actualization. | Lijie Guo |
| 2018 | A hierarchical bayesian model for size recommendation in fashion. | Romain Guigours, Yuen King Ho, Evgenii Koriagin, Abdul-Saboor Sheikh, Urs Bergmann, Reza Shirvany |
| 2018 | MovieTweeters: An Interactive Interface to Improve Recommendation Novelty. | Ishan Ghanmode, Nava Tintarev |
| 2018 | Scalable structured prediction for richly structured socio-behavioral data. | Lise Getoor |
| 2018 | Analysis of User Behavior in Interfaces with Recommended Items: An Eye-tracking Study. | Pter Gspr, Michal Kompan, Jakub Simko, Mria Bielikov |
| 2018 | Towards an open, collaborative REST API for recommender systems. | Ivn Garca, Alejandro Bellogn |
| 2018 | Mixed methods for evaluating user satisfaction. | Jean Garcia-Gathright, Christine Hosey, Brian St. Thomas, Ben Carterette, Fernando Diaz |
| 2018 | Automatic playlist continuation using a hybrid recommender system combining features from text and audio. | Andres Ferraro, Dmitry Bogdanov, Jisang Yoon, KwangSeob Kim, Xavier Serra |
| 2018 | Efficient Similarity Based Methods For The Playlist Continuation Task. | Guglielmo Faggioli, Mirko Polato, Fabio Aiolli |
| 2018 | 'Fitness that Fits': A Prototype Model for Workout Video Recommendation. | Ercan Ezin, Eunchong Kim, Ivan Palomares |