{"id":"https://openalex.org/W4406152761","doi":"https://doi.org/10.1007/s10639-024-13225-6","title":"Artificial intelligence in education: A text mining-based review of the past 56\u00a0years","display_name":"Artificial intelligence in education: A text mining-based review of the past 56\u00a0years","publication_year":2025,"publication_date":"2025-01-08","ids":{"openalex":"https://openalex.org/W4406152761","doi":"https://doi.org/10.1007/s10639-024-13225-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-024-13225-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-024-13225-6","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-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/A5081829941","display_name":"Cansu \u00c7i\u011fdem Ekin","orcid":"https://orcid.org/0000-0003-4838-9708"},"institutions":[{"id":"https://openalex.org/I45542416","display_name":"Atilim University","ror":"https://ror.org/04pd3v454","country_code":"TR","type":"education","lineage":["https://openalex.org/I45542416"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Cansu Cigdem Ekin","raw_affiliation_strings":["Computer Engineering, Atilim University, Ankara, Incek, 06830, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-4838-9708","affiliations":[{"raw_affiliation_string":"Computer Engineering, Atilim University, Ankara, Incek, 06830, Turkey","institution_ids":["https://openalex.org/I45542416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004624532","display_name":"\u00d6mer Faruk Cantekin","orcid":"https://orcid.org/0000-0001-5096-3233"},"institutions":[{"id":"https://openalex.org/I95634034","display_name":"Gazi University","ror":"https://ror.org/054xkpr46","country_code":"TR","type":"education","lineage":["https://openalex.org/I95634034"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u00d6mer Faruk Cantekin","raw_affiliation_strings":["Department of Social Work, Gazi University, \u00c7ankaya/Ankara, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0001-5096-3233","affiliations":[{"raw_affiliation_string":"Department of Social Work, Gazi University, \u00c7ankaya/Ankara, T\u00fcrkiye","institution_ids":["https://openalex.org/I95634034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028663229","display_name":"Elif Polat","orcid":"https://orcid.org/0000-0002-6086-9002"},"institutions":[{"id":"https://openalex.org/I4210112471","display_name":"Istanbul University-Cerrahpa\u015fa","ror":"https://ror.org/01dzn5f42","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210112471"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Elif Polat","raw_affiliation_strings":["Department of Computer Education & Instructional Technology Hasan Ali Yucel Education Faculty, Istanbul University- Cerrahpasa, 34452, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-6086-9002","affiliations":[{"raw_affiliation_string":"Department of Computer Education & Instructional Technology Hasan Ali Yucel Education Faculty, Istanbul University- Cerrahpasa, 34452, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210112471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073145101","display_name":"Sinan Hopcan","orcid":"https://orcid.org/0000-0001-8911-3463"},"institutions":[{"id":"https://openalex.org/I4210112471","display_name":"Istanbul University-Cerrahpa\u015fa","ror":"https://ror.org/01dzn5f42","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210112471"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sinan Hopcan","raw_affiliation_strings":["Department of Computer Education & Instructional Technology Hasan Ali Yucel Education Faculty, Istanbul University- Cerrahpasa, 34452, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-8911-3463","affiliations":[{"raw_affiliation_string":"Department of Computer Education & Instructional Technology Hasan Ali Yucel Education Faculty, Istanbul University- Cerrahpasa, 34452, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210112471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081829941"],"corresponding_institution_ids":["https://openalex.org/I45542416"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":9.4816,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.97583401,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"30","issue":"9","first_page":"11971","last_page":"12013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9966999888420105,"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":0.9966999888420105,"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/T10028","display_name":"Topic Modeling","score":0.9639000296592712,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9483000040054321,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.6085188388824463},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4369131922721863},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3983415365219116},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.39210107922554016},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35019153356552124},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.27654969692230225}],"concepts":[{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.6085188388824463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4369131922721863},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3983415365219116},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.39210107922554016},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35019153356552124},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.27654969692230225}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10639-024-13225-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-024-13225-6","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":114,"referenced_works":["https://openalex.org/W94077986","https://openalex.org/W1482212161","https://openalex.org/W1767272795","https://openalex.org/W1972400695","https://openalex.org/W1980854470","https://openalex.org/W1980867644","https://openalex.org/W2053504127","https://openalex.org/W2117885088","https://openalex.org/W2128925311","https://openalex.org/W2135534994","https://openalex.org/W2170649686","https://openalex.org/W2174706414","https://openalex.org/W2337155942","https://openalex.org/W2560888500","https://openalex.org/W2737482684","https://openalex.org/W2746986659","https://openalex.org/W2894468641","https://openalex.org/W2915226715","https://openalex.org/W2915983637","https://openalex.org/W2922512717","https://openalex.org/W2942193471","https://openalex.org/W2962686197","https://openalex.org/W2963095307","https://openalex.org/W3017131514","https://openalex.org/W3017157646","https://openalex.org/W3035700103","https://openalex.org/W3036814778","https://openalex.org/W3044093562","https://openalex.org/W3049508719","https://openalex.org/W3084021717","https://openalex.org/W3085793997","https://openalex.org/W3092848027","https://openalex.org/W3093424417","https://openalex.org/W3134997278","https://openalex.org/W3138147850","https://openalex.org/W3156614709","https://openalex.org/W3157202587","https://openalex.org/W3160856016","https://openalex.org/W3165860937","https://openalex.org/W3177698117","https://openalex.org/W3181940694","https://openalex.org/W3183296706","https://openalex.org/W3199189488","https://openalex.org/W3200929124","https://openalex.org/W3215207974","https://openalex.org/W4200613005","https://openalex.org/W4206046353","https://openalex.org/W4206769454","https://openalex.org/W4214643205","https://openalex.org/W4225463334","https://openalex.org/W4225713306","https://openalex.org/W4229044416","https://openalex.org/W4245358005","https://openalex.org/W4255496528","https://openalex.org/W4280627804","https://openalex.org/W4285288328","https://openalex.org/W4290992098","https://openalex.org/W4296369454","https://openalex.org/W4311484870","https://openalex.org/W4313425238","https://openalex.org/W4315641685","https://openalex.org/W4315797044","https://openalex.org/W4316657447","https://openalex.org/W4317831488","https://openalex.org/W4324135704","https://openalex.org/W4327518725","https://openalex.org/W4362588120","https://openalex.org/W4362669667","https://openalex.org/W4365790177","https://openalex.org/W4367159404","https://openalex.org/W4379143611","https://openalex.org/W4381166715","https://openalex.org/W4383215910","https://openalex.org/W4383737218","https://openalex.org/W4384699745","https://openalex.org/W4385251257","https://openalex.org/W4385548927","https://openalex.org/W4385701123","https://openalex.org/W4385774198","https://openalex.org/W4385982387","https://openalex.org/W4386421370","https://openalex.org/W4388450624","https://openalex.org/W4389198540","https://openalex.org/W4389215010","https://openalex.org/W4390480547","https://openalex.org/W4390484978","https://openalex.org/W4390583258","https://openalex.org/W4390617348","https://openalex.org/W4390787759","https://openalex.org/W4391349452","https://openalex.org/W4391517491","https://openalex.org/W4391574066","https://openalex.org/W4391615678","https://openalex.org/W4391661688","https://openalex.org/W4391681114","https://openalex.org/W4391899524","https://openalex.org/W4392741490","https://openalex.org/W4392773210","https://openalex.org/W4392969971","https://openalex.org/W4393157213","https://openalex.org/W4393166988","https://openalex.org/W4394824860","https://openalex.org/W4399753152","https://openalex.org/W4400053104","https://openalex.org/W4401053606","https://openalex.org/W4401528159","https://openalex.org/W4403864719","https://openalex.org/W4408913183","https://openalex.org/W6601807162","https://openalex.org/W6639619044","https://openalex.org/W6743117384","https://openalex.org/W6779845321","https://openalex.org/W6803898819","https://openalex.org/W6826223281"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}