{"id":"https://openalex.org/W2996951519","doi":"https://doi.org/10.1109/icis46139.2019.8940269","title":"An Ontology-based Approach for User Modelling and Personalization in E-Learning Systems","display_name":"An Ontology-based Approach for User Modelling and Personalization in E-Learning Systems","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2996951519","doi":"https://doi.org/10.1109/icis46139.2019.8940269","mag":"2996951519"},"language":"en","primary_location":{"id":"doi:10.1109/icis46139.2019.8940269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icis46139.2019.8940269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACIS 18th International Conference on Computer and Information Science (ICIS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039874465","display_name":"Foteini Grivokostopoulou","orcid":"https://orcid.org/0000-0001-5443-1613"},"institutions":[{"id":"https://openalex.org/I120729142","display_name":"Research Academic Computer Technology Institute","ror":"https://ror.org/021nszj63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I120729142","https://openalex.org/I4210154149"]},{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Foteini Grivokostopoulou","raw_affiliation_strings":["Computer Engineering & Informatics Department, University of Patras and Computer Technology Institute & Press \"Diophantus\", Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Computer Engineering & Informatics Department, University of Patras and Computer Technology Institute & Press \"Diophantus\", Patras, Greece","institution_ids":["https://openalex.org/I120729142","https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013384377","display_name":"Isidoros Perikos","orcid":"https://orcid.org/0000-0002-6581-4676"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]},{"id":"https://openalex.org/I120729142","display_name":"Research Academic Computer Technology Institute","ror":"https://ror.org/021nszj63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I120729142","https://openalex.org/I4210154149"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Isidoros Perikos","raw_affiliation_strings":["Computer Engineering & Informatics Department, University of Patras and Computer Technology Institute & Press \"Diophantus\", Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Computer Engineering & Informatics Department, University of Patras and Computer Technology Institute & Press \"Diophantus\", Patras, Greece","institution_ids":["https://openalex.org/I120729142","https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023575472","display_name":"Michael Paraskevas","orcid":null},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]},{"id":"https://openalex.org/I120729142","display_name":"Research Academic Computer Technology Institute","ror":"https://ror.org/021nszj63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I120729142","https://openalex.org/I4210154149"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Michael Paraskevas","raw_affiliation_strings":["Department of Electrical & Computer Engineering, University of Peloponnese and Computer Technology Institute & Press \"Diophantus\", Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, University of Peloponnese and Computer Technology Institute & Press \"Diophantus\", Patras, Greece","institution_ids":["https://openalex.org/I120729142","https://openalex.org/I158716096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046246683","display_name":"Ioannis Hatzilygeroudis","orcid":"https://orcid.org/0000-0002-4036-9369"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Hatzilygeroudis","raw_affiliation_strings":["Computer Engineering & Informatics Department, University of Patras, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Computer Engineering & Informatics Department, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039874465"],"corresponding_institution_ids":["https://openalex.org/I120729142","https://openalex.org/I174878644"],"apc_list":null,"apc_paid":null,"fwci":2.4074,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.9032668,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.8602511286735535},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8159317970275879},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7944399118423462},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6216754913330078},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5432426333427429},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.4898805022239685},{"id":"https://openalex.org/keywords/intelligent-tutoring-system","display_name":"Intelligent tutoring system","score":0.46586325764656067},{"id":"https://openalex.org/keywords/user-profile","display_name":"User profile","score":0.4593861401081085},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4540849030017853},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4539068937301636},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4220728278160095},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3123893141746521},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.17357748746871948}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8602511286735535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8159317970275879},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7944399118423462},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6216754913330078},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5432426333427429},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.4898805022239685},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.46586325764656067},{"id":"https://openalex.org/C2780150774","wikidata":"https://www.wikidata.org/wiki/Q252500","display_name":"User profile","level":2,"score":0.4593861401081085},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4540849030017853},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4539068937301636},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4220728278160095},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3123893141746521},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.17357748746871948},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icis46139.2019.8940269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icis46139.2019.8940269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACIS 18th International Conference on Computer and Information Science (ICIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W30911633","https://openalex.org/W94203212","https://openalex.org/W191621077","https://openalex.org/W194473083","https://openalex.org/W349940181","https://openalex.org/W1511198016","https://openalex.org/W1981119341","https://openalex.org/W2039574702","https://openalex.org/W2071838831","https://openalex.org/W2075143267","https://openalex.org/W2138334515","https://openalex.org/W2461804984","https://openalex.org/W2590947568","https://openalex.org/W2753156001"],"related_works":["https://openalex.org/W2134193488","https://openalex.org/W2392634181","https://openalex.org/W1485340534","https://openalex.org/W4295419255","https://openalex.org/W4385242450","https://openalex.org/W2563344496","https://openalex.org/W3153633758","https://openalex.org/W84079851","https://openalex.org/W2166738765","https://openalex.org/W3173917381"],"abstract_inverted_index":{"Intelligent":[0],"tutoring":[1,157],"systems":[2,158],"are":[3,125],"becoming":[4],"an":[5],"important":[6,24],"mean":[7],"of":[8,16,21,32,46,62,99],"education":[9],"delivery":[10],"and":[11,18,29,56,76,89,103,113,131,144,161],"have":[12],"changed":[13],"the":[14,27,30,33,44,59,63,119],"ways":[15],"teaching":[17],"learning.":[19],"One":[20],"their":[22,111,136],"most":[23],"aspects":[25],"concerns":[26],"personalization":[28],"adaptation":[31],"learning":[34,60,130],"procedures":[35],"to":[36,52,57,79,85,117,127,132],"learners'":[37,100],"characteristics.":[38],"This":[39],"is":[40,50,141],"mainly":[41],"achieved":[42],"with":[43],"use":[45],"student":[47,120,129],"modelling":[48,92],"which":[49],"employed":[51],"record":[53],"user":[54,81,91],"context":[55],"enhance":[58],"experience":[61],"students.":[64],"In":[65,115],"this":[66],"work,":[67],"we":[68],"present":[69],"a":[70,149],"generic":[71],"ontology":[72,97],"that":[73],"incorporates":[74],"concepts":[75],"properties":[77],"used":[78],"model":[80,121,151],"profiles":[82],"in":[83,93,155,159],"order":[84,116],"formulate":[86],"concrete,":[87],"complete":[88],"extensible":[90],"e-learning":[94],"systems.":[95],"The":[96,138],"consists":[98],"personal,":[101],"cognitive":[102],"social":[104],"information":[105,109],"as":[106,108,148],"well":[107],"about":[110],"performance":[112],"skills.":[114],"keep":[118],"updated,":[122],"semantic":[123],"rules":[124],"utilized":[126,147],"analyse":[128],"extract":[133],"knowledge":[134],"regarding":[135],"performance.":[137],"ontological":[139],"approach":[140],"domain":[142],"independent":[143],"can":[145],"be":[146],"reference":[150],"for":[152],"learner":[153],"representation":[154],"intelligent":[156],"higher":[160],"distance":[162],"education.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
