OOIR: Observatory of International Research

Papers

(The TQCC of User Modeling and User-Adapted Interaction is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-05-01 to 2024-05-01.)

Article	Citations
Empirical analysis of session-based recommendation algorithms	52
The relationship between user types and gamification designs	43
Interplay between upsampling and regularization for provider fairness in recommender systems	36
Activity recognition using wearable sensors for tracking the elderly	31
A flexible framework for evaluating user and item fairness in recommender systems	31
The effects of controllability and explainability in a social recommender system	26
Research directions in session-based and sequential recommendation	26
Generating post hoc review-based natural language justifications for recommender systems	24
Exploring author gender in book rating and recommendation	22
“Knowing me, knowing you”: personalized explanations for a music recommender system	20
Deploying a robotic positive psychology coach to improve college students’ psychological well-being	19
Automatic generation and recommendation of personalized challenges for gamification	18
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	18
Personality-based approach for tailoring persuasive mental health applications	17
Fairness in recommender systems: research landscape and future directions	16
Personalized home-care support for the elderly: a field experience with a social robot at home	15
Potential and effects of personalizing gameful fitness applications using behavior change intentions and Hexad user types	15
EvoRecSys: Evolutionary framework for health and well-being recommender systems	15
Development of measurement instrument for visual qualities of graphical user interface elements (VISQUAL): a test in the context of mobile game icons	14
Myrror: a platform for holistic user modeling	14
Using autoencoders for session-based job recommendations	13
Multimodal modeling of collaborative problem-solving facets in triads	12
Effects of adapting to user pitch on rapport perception, behavior, and state with a social robotic learning companion	12
Improving accountability in recommender systems research through reproducibility	12
Meta-User2Vec model for addressing the user and item cold-start problem in recommender systems	11

BARGAIN: behavioral affective rule-based games adaptation interface–towards emotionally intelligent games: application on a virtual reality environment for socio-moral development	11
A novel group recommender system for domain-independent decision support customizing a grouping genetic algorithm	10
Personalized task difficulty adaptation based on reinforcement learning	10
Introducing CARESSER: A framework for in situ learning robot social assistance from expert knowledge and demonstrations	9
Recommendations for marathon runners: on the application of recommender systems and machine learning to support recreational marathon runners	9
An adaptive decision-making system supported on user preference predictions for human–robot interactive communication	9
NFC: a deep and hybrid item-based model for item cold-start recommendation	9
The role of transparency in multi-stakeholder educational recommendations	9