| 2018 | Deep reinforcement learning for page-wise recommendations. | Xiangyu Zhao, Long Xia, Liang Zhang, Zhuoye Ding, Dawei Yin, Jiliang Tang |
| 2018 | Interpreting user inaction in recommender systems. | Qian Zhao, Martijn C. Willemsen, Gediminas Adomavicius, F. Maxwell Harper, Joseph A. Konstan |
| 2018 | TrailMix: An Ensemble Recommender System for Playlist Curation and Continuation. | Xing Zhao, Qingquan Song, James Caverlee, Xia Hu |
| 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 | Quality-aware neural complementary item recommendation. | Yin Zhang, Haokai Lu, Wei Niu, James Caverlee |
| 2018 | Judging similarity: a user-centric study of related item recommendations. | Yuan Yao, F. Maxwell Harper |
| 2018 | Understanding user interactions with podcast recommendations delivered via voice. | Longqi Yang, Michael Sobolev, Christina Tsangouri, Deborah Estrin |
| 2018 | MMCF: Multimodal Collaborative Filtering for Automatic Playlist Continuation. | Hojin Yang, Yoonki Jeong, Minjin Choi, Jongwuk Lee |
| 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 | HOP-rec: high-order proximity for implicit recommendation. | Jheng-Hong Yang, Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai |
| 2018 | Modularizing deep neural network-inspired recommendation algorithms. | Longqi Yang, Eugene Bagdasaryan, Hongyi Wen |
| 2018 | Hulu video recommendation: from relevance to reasoning. | Xiaoran Xu, Laming Chen, Songpeng Zu, Hanning Zhou |
| 2018 | Testing a recommender system for self-actualization. | Daricia Wilkinson |
| 2018 | Understanding how to Explain Package Recommendations in the Clothes Domain. | Agung Toto Wibowo, Advaith Siddharthan, Judith Masthoff, Chenghua Lin |
| 2018 | Exploring recommendations under user-controlled data filtering. | Hongyi Wen, Longqi Yang, Michael Sobolev, Deborah Estrin |
| 2018 | Measuring operational quality of recommendations: industry talk abstract. | Lina Weichbrodt |
| 2018 | Item recommendation on monotonic behavior chains. | Mengting Wan, Julian J. McAuley |
| 2018 | Generation meets recommendation: proposing novel items for groups of users. | Thanh Vinh Vo, Harold Soh |
| 2018 | Assessing the Value of Transparency in Recommender Systems: An End-User Perspective. | Eric Vorm, Andrew D. Miller |
| 2018 | Two-stage Model for Automatic Playlist Continuation at Scale. | Maksims Volkovs, Himanshu Rai, Zhaoyue Cheng, Ga Wu, Yichao Lu, Scott Sanner |
| 2018 | Comfride: a smartphone based system for comfortable public transport recommendation. | Rohit Verma, Surjya Ghosh, Saketh Mahankali, Niloy Ganguly, Bivas Mitra, Sandip Chakraborty |
| 2018 | On the robustness and discriminative power of information retrieval metrics for top-N recommendation. | Daniel Valcarce, Alejandro Bellogn, Javier Parapar, Pablo Castells |
| 2018 | Using Adversarial Autoencoders for Multi-Modal Automatic Playlist Continuation. | Iacopo Vagliano, Lukas Galke, Florian Mai, Ansgar Scherp |
| 2018 | ACM recsys'18 late-breaking results (posters). | Christoph Trattner, Vanessa Murdock, Shuo Chang |
| 2018 | Engagement Scoring for Care-gap Intervention Optimization. | Mohamad Ali Torkamani, Malhar Jhaveri, Jynelle Mellen, Michael Brown-Hayes, James Chung, Bei Pan, Hakan Kardes |