| 867 | -- | 905 | Nourah A. ALRossais, Daniel Kudenko, Tommy Yuan. Improving cold-start recommendations using item-based stereotypes |
| 907 | -- | 940 | Ana Cláudia Guimarães Santos, Wilk Oliveira, Juho Hamari, Luiz A. L. Rodrigues, Armando M. Toda, Paula T. Palomino, Seiji Isotani. The relationship between user types and gamification designs |
| 941 | -- | 977 | Alejandro Bellogín, Alan Said. Improving accountability in recommender systems research through reproducibility |
| 979 | -- | 1025 | Benjamin M. Knisely, Monifa Vaughn-Cooke, Lee-Ann Wagner, Jeffrey C. Fink. Device personalization for heterogeneous populations: leveraging physician expertise and national population data to identify medical device patient user groups |
| 1027 | -- | 0 | . Acknowledgment to reviewers |
| 1029 | -- | 0 | . Lifetime Achievement Award |
| 1031 | -- | 0 | . James Chen Annual Award for Best Journal Article |