Journal: User Model. User-Adapt. Interact.

Volume 31, Issue 5

867 -- 905Nourah A. ALRossais, Daniel Kudenko, Tommy Yuan. Improving cold-start recommendations using item-based stereotypes
907 -- 940Ana 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 -- 977Alejandro Bellogín, Alan Said. Improving accountability in recommender systems research through reproducibility
979 -- 1025Benjamin 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

Volume 31, Issue 4

675 -- 712Maximilian Altmeyer, Pascal Lessel, Subhashini Jantwal, Linda Muller, Florian Daiber, Antonio Krüger. Potential and effects of personalizing gameful fitness applications using behavior change intentions and Hexad user types
713 -- 751Angela E. B. Stewart, Zachary A. Keirn, Sidney K. D'Mello. Multimodal modeling of collaborative problem-solving facets in triads
753 -- 784Yaqian Zhang, Wooi-Boon Goh. Personalized task difficulty adaptation based on reinforcement learning
785 -- 828Osnat Mokryn, Hagit Ben-Shoshan. Domain-based Latent Personal Analysis and its use for impersonation detection in social media
829 -- 865Sarit Tresser, Tsvi Kuflik, Irina Levin, Patrice L. Weiss. Personalized rehabilitation for children with cerebral palsy

Volume 31, Issue 3

371 -- 375Robin Burke, Michael D. Ekstrand, Nava Tintarev, Julita Vassileva. Preface to the special issue on fair, accountable, and transparent recommender systems
377 -- 420Michael D. Ekstrand, Daniel Kluver. Exploring author gender in book rating and recommendation
421 -- 455Ludovico Boratto, Gianni Fenu, Mirko Marras. Interplay between upsampling and regularization for provider fairness in recommender systems
457 -- 511Yashar Deldjoo, Vito Walter Anelli, Hamed Zamani, Alejandro Bellogín, Tommaso Di Noia. A flexible framework for evaluating user and item fairness in recommender systems
513 -- 540Yong Zheng, Juan Ruiz Toribio. The role of transparency in multi-stakeholder educational recommendations
541 -- 589Akiva Kleinerman, Ariel Rosenfeld, Francesco Ricci 0001, Sarit Kraus. Supporting users in finding successful matches in reciprocal recommender systems
591 -- 627Chun-Hua Tsai, Peter Brusilovsky. The effects of controllability and explainability in a social recommender system
629 -- 673Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro. Generating post hoc review-based natural language justifications for recommender systems

Volume 31, Issue 2

183 -- 223Dylan G. M. Schouten, Pim Massink, Stella F. Donker, Mark A. Neerincx, Anita H. M. Cremers. Using scaffolding to formalize digital coach support for low-literate learners
225 -- 259Fakhroddin Noorbehbahani, Fereshteh Salehi. A serious game to extract Hofstede's cultural dimensions at the individual level
261 -- 286Joanna Misztal-Radecka, Bipin Indurkhya, Aleksander Smywinski-Pohl. Meta-User2Vec model for addressing the user and item cold-start problem in recommender systems
287 -- 321Mohamed S. Benlamine, Aude Dufresne, Miriam H. Beauchamp, Claude Frasson. BARGAIN: behavioral affective rule-based games adaptation interface-towards emotionally intelligent games: application on a virtual reality environment for socio-moral development
323 -- 369Yuichi Ishikawa, Akihiro Kobayashi, Daisuke Kamisaka. Modelling and predicting an individual's perception of advertising appeal

Volume 31, Issue 1

1 -- 34Reza Khoshkangini, Giuseppe Valetto, Annapaola Marconi, Marco Pistore. Automatic generation and recommendation of personalized challenges for gamification
35 -- 73Nichola Lubold, Erin Walker, Heather Pon-Barry. Effects of adapting to user pitch on rapport perception, behavior, and state with a social robotic learning companion
75 -- 104Lena M. Andreessen, Peter Gerjets, Detmar Meurers, Thorsten O. Zander. Toward neuroadaptive support technologies for improving digital reading: a passive BCI-based assessment of mental workload imposed by text difficulty and presentation speed during reading
105 -- 120Wolfgang Fuhl. From perception to action using observed actions to learn gestures
121 -- 147Cuixin Yuan, Ying Hong, Junjie Wu. Personality expression and recognition in Chinese language usage
149 -- 181Malte Ludewig, Noemi Mauro, Sara Latifi, Dietmar Jannach. Empirical analysis of session-based recommendation algorithms