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User Modeling and User-Adapted Interaction

Subject Areas: Computer Science Applications; ; ;
Publisher: Springer Netherlands - Springer Journals
ISSN: 0924-1868
SJR: 76

Open Access

Journal Article

Exploring raw data transformations on inertial sensor data to model user expertise when learning psychomotor skills

Portaz, Miguel; Corbi, Alberto; Casas-Ortiz, Alberto; Santos, Olga C.

2024 User Modeling and User-Adapted Interaction

doi:10.1007/s11257-024-09393-2

This paper introduces a novel approach for leveraging inertial data to discern expertise levels in motor skill execution, specifically distinguishing between experts and beginners. By implementing inertial data transformation and fusion techniques, we conduct a comprehensive analysis of motor...
Open Access

Journal Article

Personalized recommendations for learning activities in online environments: a modular rule-based approach

Pelánek, Radek; Effenberger, Tomáš; Jarušek, Petr

2024 User Modeling and User-Adapted Interaction

doi:10.1007/s11257-024-09396-z

Personalization in online learning environments has been extensively studied at various levels, ranging from adaptive hints during task-solving to recommending whole courses. In this study, we focus on recommending learning activities (sequences of homogeneous tasks). We argue that this is an...

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