{"id":"https://openalex.org/W3201607656","doi":"https://doi.org/10.1007/978-3-030-86970-0_48","title":"A Multi-agent Based Adaptive E-Learning System","display_name":"A Multi-agent Based Adaptive E-Learning System","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3201607656","doi":"https://doi.org/10.1007/978-3-030-86970-0_48","mag":"3201607656"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86970-0_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86970-0_48","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5052480076","display_name":"Birol \u00c7ilo\u011flugil","orcid":"https://orcid.org/0000-0003-3589-9135"},"institutions":[{"id":"https://openalex.org/I41641357","display_name":"Ege University","ror":"https://ror.org/02eaafc18","country_code":"TR","type":"education","lineage":["https://openalex.org/I41641357"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Birol Ciloglugil","raw_affiliation_strings":["Department of Computer Engineering, Ege University, Bornova, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ege University, Bornova, Turkey","institution_ids":["https://openalex.org/I41641357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040856732","display_name":"Oylum Alatl\u0131","orcid":"https://orcid.org/0000-0001-5361-1305"},"institutions":[{"id":"https://openalex.org/I41641357","display_name":"Ege University","ror":"https://ror.org/02eaafc18","country_code":"TR","type":"education","lineage":["https://openalex.org/I41641357"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Oylum Alatli","raw_affiliation_strings":["Department of Computer Engineering, Ege University, Bornova, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ege University, Bornova, Turkey","institution_ids":["https://openalex.org/I41641357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004658516","display_name":"Mustafa Murat \u0130nceo\u011flu","orcid":"https://orcid.org/0000-0001-6068-1440"},"institutions":[{"id":"https://openalex.org/I41641357","display_name":"Ege University","ror":"https://ror.org/02eaafc18","country_code":"TR","type":"education","lineage":["https://openalex.org/I41641357"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa Murat Inceoglu","raw_affiliation_strings":["Department of Computer Education and Instructional Technology, Ege University, Bornova, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Education and Instructional Technology, Ege University, Bornova, Turkey","institution_ids":["https://openalex.org/I41641357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076719875","display_name":"R\u0131za Cenk Erdur","orcid":"https://orcid.org/0000-0001-6124-6352"},"institutions":[{"id":"https://openalex.org/I41641357","display_name":"Ege University","ror":"https://ror.org/02eaafc18","country_code":"TR","type":"education","lineage":["https://openalex.org/I41641357"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Riza Cenk Erdur","raw_affiliation_strings":["Department of Computer Engineering, Ege University, Bornova, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ege University, Bornova, Turkey","institution_ids":["https://openalex.org/I41641357"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052480076"],"corresponding_institution_ids":["https://openalex.org/I41641357"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.6821,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.84695394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"693","last_page":"707"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9947999715805054,"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":0.9947999715805054,"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":0.9857000112533569,"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/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9815999865531921,"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/computer-science","display_name":"Computer science","score":0.7768716812133789},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7721735239028931},{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.6573994159698486},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.5825513601303101},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.5671632289886475},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.547308623790741},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5249423980712891},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4639173746109009},{"id":"https://openalex.org/keywords/e-learning","display_name":"E learning","score":0.42199885845184326},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4066583216190338},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3494347631931305},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.2705991864204407},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.2225763499736786},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.190143883228302},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.17194795608520508},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1631699800491333},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.11925962567329407}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7768716812133789},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7721735239028931},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.6573994159698486},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.5825513601303101},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.5671632289886475},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.547308623790741},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5249423980712891},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4639173746109009},{"id":"https://openalex.org/C2984567223","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"E learning","level":3,"score":0.42199885845184326},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4066583216190338},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3494347631931305},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.2705991864204407},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.2225763499736786},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.190143883228302},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.17194795608520508},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1631699800491333},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.11925962567329407},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-86970-0_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86970-0_48","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W76349267","https://openalex.org/W94203212","https://openalex.org/W156039778","https://openalex.org/W290529817","https://openalex.org/W862916496","https://openalex.org/W1495762373","https://openalex.org/W1513566671","https://openalex.org/W1527210880","https://openalex.org/W1533304442","https://openalex.org/W1571255423","https://openalex.org/W1904065432","https://openalex.org/W1978065703","https://openalex.org/W1985188051","https://openalex.org/W1986362657","https://openalex.org/W1987563662","https://openalex.org/W1987794617","https://openalex.org/W1993708070","https://openalex.org/W1994510396","https://openalex.org/W1997956661","https://openalex.org/W2051669743","https://openalex.org/W2052522161","https://openalex.org/W2066659226","https://openalex.org/W2070250840","https://openalex.org/W2080862233","https://openalex.org/W2096178388","https://openalex.org/W2102826504","https://openalex.org/W2109777637","https://openalex.org/W2124344619","https://openalex.org/W2139822419","https://openalex.org/W2140462363","https://openalex.org/W2146208597","https://openalex.org/W2153007669","https://openalex.org/W2155810445","https://openalex.org/W2165159570","https://openalex.org/W2187244164","https://openalex.org/W2215054329","https://openalex.org/W2221075573","https://openalex.org/W2396918942","https://openalex.org/W2460787134","https://openalex.org/W2484623460","https://openalex.org/W2504476983","https://openalex.org/W2620294800","https://openalex.org/W2678502090","https://openalex.org/W2725352284","https://openalex.org/W2744136975","https://openalex.org/W2801003678","https://openalex.org/W2810046456","https://openalex.org/W2887581231","https://openalex.org/W2921420365","https://openalex.org/W2932468045","https://openalex.org/W3025270159","https://openalex.org/W3028076230","https://openalex.org/W3094499977","https://openalex.org/W3109483665","https://openalex.org/W3110775579","https://openalex.org/W4205536455","https://openalex.org/W4213231821","https://openalex.org/W4239696231","https://openalex.org/W4285719527","https://openalex.org/W6815280555"],"related_works":["https://openalex.org/W4285145161","https://openalex.org/W2049979679","https://openalex.org/W2110554190","https://openalex.org/W2145201661","https://openalex.org/W3042604532","https://openalex.org/W1793696670","https://openalex.org/W2113498347","https://openalex.org/W4210250006","https://openalex.org/W2383694","https://openalex.org/W4385793885"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
