| 2019 | Recommendation systems compliant with legal and editorial policies: the BBC+ app journey. | Maria Panteli |
| 2019 | The 7th international workshop on news recommendation and analytics (INRA 2019). | zlem zgbek, Benjamin Kille, Jon Atle Gulla, Andreas Lommatzsch |
| 2019 | Asymmetric Bayesian personalized ranking for one-class collaborative filtering. | Shan Ouyang, Lin Li, Weike Pan, Zhong Ming |
| 2019 | "Just play something awesome": the personalization powering voice interactions at Pandora. | Vito Claudio Ostuni |
| 2019 | A pipelined hybrid recommender system for ranking the items on the display. | Jaehoon Oh, Sangmook Kim, Se-Young Yun, Seungwoo Choi, Mun Yong Yi |
| 2019 | Personalized diffusions for top-n recommendation. | Athanasios N. Nikolakopoulos, Dimitris Berberidis, George Karypis, Georgios B. Giannakis |
| 2019 | Latent factor models and aggregation operators for collaborative filtering in reciprocal recommender systems. | James Neve, Ivan Palomares |
| 2019 | RecTour 2019: workshop on recommenders in tourism. | Julia Neidhardt, Wolfgang Wrndl, Tsvi Kuflik, Markus Zanker, Catalin-Mihai Barbu |
| 2019 | Feature-Driven Interactive Recommendations and Explanations with Collaborative Filtering Approach. | Sidra Naveed, Jrgen Ziegler |
| 2019 | Generation of Hints to Overcome Difficulty in Operating Interactive Recommender Systems. | Yuri Nakao, Takuya Ohwa, Kotaro Ohori |
| 2019 | Combining text summarization and aspect-based sentiment analysis of users' reviews to justify recommendations. | Cataldo Musto, Gaetano Rossiello, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro |
| 2019 | The Seven Layers of Complexity of Recommender Systems for Children in Educational Contexts. | Emiliana Murgia, Monica Landoni, Theo Huibers, Jerry Alan Fails, Maria Soledad Pera |
| 2019 | On the Importance of News Content Representation in Hybrid Neural Session-based Recommender Systems. | Gabriel de Souza Pereira Moreira, Dietmar Jannach, Adilson Marques da Cunha |
| 2019 | Visualizing Ratings in Recommender System Datasets. | Diego Monti, Giuseppe Rizzo, Maurizio Morisio |
| 2019 | Predicting online performance of job recommender systems with offline evaluation. | Adrien Mogenet, Tuan-Anh Nguyen Pham, Masahiro Kazama, Jialin Kong |
| 2019 | Interactive evaluation of recommender systems with SNIPER: an episode mining approach. | Sandy Moens, Olivier Jeunen, Bart Goethals |
| 2019 | Combining Context Features in Sequence-Aware Recommender Systems. | Sarai Mizrachi, Pavel Levin |
| 2019 | Trend-Responsive User Segmentation Enabling Traceable Publishing Insights. A Case Study of a Real-World Large-Scale News Recommendation System. | Joanna Misztal-Radecka, Dominik Rusiecki, Michal Zmuda, Artur Bujak |
| 2019 | Guiding creative design in online advertising. | Shaunak Mishra, Manisha Verma, Jelena Gligorijevic |
| 2019 | Here, There, and Everywhere: Building a Scaffolding for Children's Learning through Recommendations. | Ashlee Milton, Emiliana Murgia, Monica Landoni, Theo Huibers, Maria Soledad Pera |
| 2019 | StoryTime: eliciting preferences from children for book recommendations. | Ashlee Milton, Michael Green, Adam Keener, Joshua Ames, Michael D. Ekstrand, Maria Soledad Pera |
| 2019 | To Explain or not to Explain: the Effects of Personal Characteristics when Explaining Feature-based Recommendations in Different Domains. | Martijn Millecamp, Sidra Naveed, Katrien Verbert, Jrgen Ziegler |
| 2019 | Recommendations in a marketplace. | Rishabh Mehrotra, Benjamin A. Carterette |
| 2019 | Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and Comparison. | Masoud Mansoury, Bamshad Mobasher, Robin Burke, Mykola Pechenizkiy |
| 2019 | The influence of personal values on music taste: towards value-based music recommendations. | Sandy Manolios, Alan Hanjalic, Cynthia C. S. Liem |