A proposal for an adaptive Recommender System based on competences and ontologies
作者:
Highlights:
• Competences are an interesting pedagogical support for diagnosis or recommendation.
• An adaptive Competence-based Recommender System prototype is presented.
• Methodological guide to develop and adapt to multiple environments and domains.
• Student modeling, ontology network and non-monotonic diagnosis, is the system core.
• Ontology network and diagnosis rules, previously built, are extended and adapted.
摘要
•Competences are an interesting pedagogical support for diagnosis or recommendation.•An adaptive Competence-based Recommender System prototype is presented.•Methodological guide to develop and adapt to multiple environments and domains.•Student modeling, ontology network and non-monotonic diagnosis, is the system core.•Ontology network and diagnosis rules, previously built, are extended and adapted.
论文关键词:Recommender system,Competence-based,Ontology network,Methodological development,Student modeling
论文评审过程:Received 16 September 2021, Revised 27 May 2022, Accepted 13 July 2022, Available online 19 July 2022, Version of Record 27 July 2022.
论文官网地址:https://doi.org/10.1016/j.eswa.2022.118171