User Modeling and User-Adapted Interaction

Papers
(The TQCC of User Modeling and User-Adapted Interaction is 10. 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 2022-08-01 to 2026-08-01.)
ArticleCitations
Sandra Carberry, in memoriam171
Influence of Device Performance and Agent Advice on User Trust and Behaviour in a Care-taking Scenario128
Learner models: design, components, structure, and modelling45
Recommending on graphs: a comprehensive review from a data perspective42
Persuasion-enhanced computational argumentative reasoning through argumentation-based persuasive frameworks40
Design, development, and evaluation of an interactive personalized social robot to monitor and coach post-stroke rehabilitation exercises30
Generalisable sensor-free frustration detection in online learning environments using machine learning29
Informative representations for forgetting-robust knowledge tracing26
Deep adversarial group recommendation with user feature space separation21
Investigating different recommender algorithms in the domain of physical activity recommendations: a longitudinal between-subjects user study21
Correction: Twenty-Five Years of Bayesian knowledge tracing: a systematic review20
Preface to the special issue on conversational recommender systems: theory, models, evaluations, and trends20
Exploring the added effect of three recommender system techniques in mobile health interventions for physical activity: a longitudinal randomized controlled trial20
Preface on the special issue on group recommender systems19
Ensuring accuracy and fairness: a de-biasing framework for sequential recommendation19
Preface to the special issue on personalization and adaptation in human–robot interactive communication17
Balancing exploitation and exploration: how preference characteristics influence users' evaluation of Spotify's Discover Weekly17
Gaze-based predictive models of deep reading comprehension15
Intra-list similarity and human diversity perceptions of recommendations: the details matter15
User-centered personalized gamification: an umbrella review15
TriDeepRec: a hybrid deep learning approach to content- and behavior-based recommendation systems14
A novel heterogeneous hypergraph social network recommendation system13
A context-aware recommender system-based framework for improving cultural experiences13
Enhancing user awareness on inferences obtained from fitness trackers data13
Non-binary evaluation of next-basket food recommendation12
Example, nudge, or practice? Assessing metacognitive knowledge transfer of factual and procedural learners12
Digitally nudging users to explore off-profile recommendations: here be dragons11
Fair performance-based user recommendation in eCoaching systems10
An explainable content-based approach for recommender systems: a case study in journal recommendation for paper submission10
Safe, effective and explainable drug recommendation based on medical data integration10
An overview of consensus models for group decision-making and group recommender systems10
Connecting physical activity with context and motivation: a user study to define variables to integrate into mobile health recommenders10
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