| 2018 | Deep inventory | Bobby Prvost, Jonathan Laflamme Janssen, Jaime R. Camacaro, Carolina Bessega |
| 2018 | Video recommendation using crowdsourced time-sync comments. | Qing Ping |
| 2018 | Translation-based factorization machines for sequential recommendation. | Rajiv Pasricha, Julian J. McAuley |
| 2018 | Kernelized probabilistic matrix factorization for collaborative filtering: exploiting projected user and item graph. | Bithika Pal, Mamata Jenamani |
| 2018 | What Drives the Perceived Credibility of Health Apps: Classical or Expressive Aesthetics? | Kiemute Oyibo, Ifeoma Adaji, Julita Vassileva |
| 2018 | Adapting session based recommendation for features through transfer learning. | Even Oldridge |
| 2018 | Affective Computing and Bandits: Capturing Context in Cold Start Situations. | Sebastian Oehme, Linus W. Dietz |
| 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 | Random Walk with Restart for Automatic Playlist Continuation and Query-Specific Adaptations. | Timo van Niedek, Arjen P. de Vries |
| 2018 | Knowledge-aware Recommender System for Software Development. | Phuong Thanh Nguyen, Juri Di Rocco, Davide Di Ruscio |
| 2018 | Recommending social-interactive games for adults with autism spectrum disorders (ASD). | Yiu-Kai Ng, Maria Soledad Pera |
| 2018 | ACM recsys workshop on recommenders in tourism (rectour 2018). | Julia Neidhardt, Wolfgang Wrndl, Tsvi Kuflik, Markus Zanker |
| 2018 | A Domain-independent Framework for building Conversational Recommender Systems. | Fedelucio Narducci, Pierpaolo Basile, Andrea Iovine, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro |
| 2018 | Understanding Customer Choices to Improve Recommendations in the Air Travel Industry. | Alejandro Mottini, Alix Lheritier, Rodrigo Acuna-Agost, Maria A. Zuluaga |
| 2018 | News Session-Based Recommendations using Deep Neural Networks. | Gabriel de Souza Pereira Moreira, Felipe Ferreira, Adilson Marques da Cunha |
| 2018 | CHAMELEON: a deep learning meta-architecture for news recommender systems. | Gabriel de Souza Pereira Moreira |
| 2018 | An Ensemble Approach of Recurrent Neural Networks using Pre-Trained Embeddings for Playlist Completion. | Diego Monti, Enrico Palumbo, Giuseppe Rizzo, Pasquale Lisena, Raphal Troncy, Michael Fell, Elena Cabrio, Maurizio Morisio |
| 2018 | Decomposing fit semantics for product size recommendation in metric spaces. | Rishabh Misra, Mengting Wan, Julian J. McAuley |
| 2018 | Psrec: social recommendation with pseudo ratings. | Yitong Meng, Guangyong Chen, Jiajin Li, Shengyu Zhang |
| 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 | Harnessing a generalised user behaviour model for next-POI recommendation. | David Massimo, Francesco Ricci |
| 2018 | Automating recommender systems experimentation with librec-auto. | Masoud Mansoury, Robin Burke, Aldo Ordonez-Gauger, Xavier Sepulveda |
| 2018 | Knowledge Graph-based Weighting Strategies for a Scholarly Paper Recommendation Scenario. | Rubn Manrique, Olga Mario |
| 2018 | Efficient online recommendation via low-rank ensemble sampling. | Xiuyuan Lu, Zheng Wen, Branislav Kveton |
| 2018 | A Diversity Adjusting Strategy with Personality for Music Recommendation. | Feng Lu, Nava Tintarev |