OOIR: Observatory of International Research

Papers

(The H4-Index of User Modeling and User-Adapted Interaction is 16. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Recommending on graphs: a comprehensive review from a data perspective	79
Persuasion-enhanced computational argumentative reasoning through argumentation-based persuasive frameworks	65
Influence of Device Performance and Agent Advice on User Trust and Behaviour in a Care-taking Scenario	46
An adaptive decision-making system supported on user preference predictions for human–robot interactive communication	40
Design, development, and evaluation of an interactive personalized social robot to monitor and coach post-stroke rehabilitation exercises	37
Theory-based habit modeling for enhancing behavior prediction in behavior change support systems	33
Generalisable sensor-free frustration detection in online learning environments using machine learning	31
Investigating different recommender algorithms in the domain of physical activity recommendations: a longitudinal between-subjects user study	23
Deep adversarial group recommendation with user feature space separation	23
Informative representations for forgetting-robust knowledge tracing	21
Correction: Twenty-Five Years of Bayesian knowledge tracing: a systematic review	20
Preface to the special issue on conversational recommender systems: theory, models, evaluations, and trends	19
Exploring the added effect of three recommender system techniques in mobile health interventions for physical activity: a longitudinal randomized controlled trial	19
Preface to the special issue on personalization and adaptation in human–robot interactive communication	17
Preface on the special issue on group recommender systems	17
Ensuring accuracy and fairness: a de-biasing framework for sequential recommendation	16