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Effective utilization of these approaches can be enhanced with artificial intelligence (AI) and semantic web technologies that can increase data generation, access, flow, integration, and comprehension using the same open standards driving the World Wide Web. This study proposes a novel adaptive educational eLearning system (AEeLS) that can gather and analyze data from learning repositories and adapt these to the educational curriculum according to the student\u2019s skills and experience. It is an innovative hybrid machine learning system that combines a semi-supervised classification method for ontology matching and a recommendation mechanism that uses a sophisticated way from neighborhood-based collaborative and content-based filtering techniques to provide a personalized educational environment for each student.<\/jats:p>","DOI":"10.1142\/s0219622022500936","type":"journal-article","created":{"date-parts":[[2022,12,31]],"date-time":"2022-12-31T10:56:35Z","timestamp":1672484195000},"page":"1813-1841","source":"Crossref","is-referenced-by-count":1,"title":["A Hybrid Ontology Matching Mechanism for Adaptive Educational eLearning Environments"],"prefix":"10.1142","volume":"22","author":[{"given":"Vasiliki","family":"Demertzi","sequence":"first","affiliation":[{"name":"Department of Computer Science, International Hellenic University, Kavala Campus, St. Loukas 65404, Greece"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1330-5228","authenticated-orcid":false,"given":"Konstantinos","family":"Demertzis","sequence":"additional","affiliation":[{"name":"School of Science & Technology, Informatics Studies, Hellenic Open University, Patras, Greece"}]}],"member":"219","published-online":{"date-parts":[[2022,12,31]]},"reference":[{"issue":"9","key":"S0219622022500936BIB001","doi-asserted-by":"crossref","first-page":"4303","DOI":"10.1007\/s00521-019-04363-x","volume":"32","author":"Demertzis K.","year":"2020","journal-title":"Neural Computing and Applications"},{"key":"S0219622022500936BIB002","doi-asserted-by":"crossref","first-page":"6713","DOI":"10.3390\/su13126713","volume":"13","author":"Kla\u0161nja-Mili\u0107evi\u0107 A.","year":"2021","journal-title":"Sustainability"},{"issue":"6","key":"S0219622022500936BIB003","doi-asserted-by":"crossref","first-page":"317","DOI":"10.3390\/info11060317","volume":"11","author":"Srifi M.","year":"2020","journal-title":"Information"},{"issue":"1","key":"S0219622022500936BIB004","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1186\/s40537-021-00444-8","volume":"8","author":"Alzubaidi L.","year":"2021","journal-title":"Journal of Big Data"},{"journal-title":"Behaviour & Information Technology","year":"2021","author":"Barberis N.","key":"S0219622022500936BIB005"},{"key":"S0219622022500936BIB006","first-page":"76","volume-title":"2021 IEEE Int. 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