OOIR: Observatory of International Research

Papers

(The TQCC of User Modeling and User-Adapted Interaction is 8. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Empirical analysis of session-based recommendation algorithms	49
The relationship between user types and gamification designs	43
Interplay between upsampling and regularization for provider fairness in recommender systems	34
A flexible framework for evaluating user and item fairness in recommender systems	30
Activity recognition using wearable sensors for tracking the elderly	30
Research directions in session-based and sequential recommendation	25
The effects of controllability and explainability in a social recommender system	25
Generating post hoc review-based natural language justifications for recommender systems	23
Exploring author gender in book rating and recommendation	21
“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	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
Automatic generation and recommendation of personalized challenges for gamification	17
Personality-based approach for tailoring persuasive mental health applications	16
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
Fairness in recommender systems: research landscape and future directions	14
Personalized home-care support for the elderly: a field experience with a social robot at home	14
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	13
Multimodal modeling of collaborative problem-solving facets in triads	12
Improving accountability in recommender systems research through reproducibility	12
Using autoencoders for session-based job recommendations	11
Meta-User2Vec model for addressing the user and item cold-start problem in recommender systems	11
Effects of adapting to user pitch on rapport perception, behavior, and state with a social robotic learning companion	11

BARGAIN: behavioral affective rule-based games adaptation interface–towards emotionally intelligent games: application on a virtual reality environment for socio-moral development	10
Personalized task difficulty adaptation based on reinforcement learning	10
NFC: a deep and hybrid item-based model for item cold-start recommendation	9
Introducing CARESSER: A framework for in situ learning robot social assistance from expert knowledge and demonstrations	9
A novel group recommender system for domain-independent decision support customizing a grouping genetic algorithm	9
The role of transparency in multi-stakeholder educational recommendations	9
Recommendations for marathon runners: on the application of recommender systems and machine learning to support recreational marathon runners	8
An adaptive decision-making system supported on user preference predictions for human–robot interactive communication	8