{"id":"https://openalex.org/W4415125543","doi":"https://doi.org/10.1109/access.2025.3620473","title":"Agentic AI in Education: State of the Art and Future Directions","display_name":"Agentic AI in Education: State of the Art and Future Directions","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415125543","doi":"https://doi.org/10.1109/access.2025.3620473"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3620473","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3620473","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3620473","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027660188","display_name":"Georgios Kostopoulos","orcid":"https://orcid.org/0000-0002-7374-0099"},"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":"Georgios Kostopoulos","raw_affiliation_strings":["University of Patras, Patras, Greece","University of Patras, Rio, Greece"],"raw_orcid":"https://orcid.org/0000-0002-7374-0099","affiliations":[{"raw_affiliation_string":"University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"University of Patras, Rio, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109567183","display_name":"Vasileios Gkamas","orcid":null},"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":"Vasileios Gkamas","raw_affiliation_strings":["University of Patras, Patras, Greece","University of Patras, Rio, Greece"],"raw_orcid":"https://orcid.org/0009-0001-9092-2994","affiliations":[{"raw_affiliation_string":"University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"University of Patras, Rio, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015563698","display_name":"Maria Rigou","orcid":"https://orcid.org/0000-0003-3743-3777"},"institutions":[{"id":"https://openalex.org/I120729142","display_name":"Computer Technology Institute and Press \u201cDIOPHANTUS\u201d","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":false,"raw_author_name":"Maria Rigou","raw_affiliation_strings":["Department of Management Science and Technology, University of Patras, Patras, Greece","Department of Management Science and Technology, University of Patras, Rio, Greece"],"raw_orcid":"https://orcid.org/0000-0003-3743-3777","affiliations":[{"raw_affiliation_string":"Department of Management Science and Technology, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"Department of Management Science and Technology, University of Patras, Rio, Greece","institution_ids":["https://openalex.org/I174878644","https://openalex.org/I120729142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066370772","display_name":"Sotiris Kotsiantis","orcid":"https://orcid.org/0000-0002-2247-3082"},"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":"Sotiris Kotsiantis","raw_affiliation_strings":["Department of Mathematics, University of Patras, Patras, Greece"],"raw_orcid":"https://orcid.org/0000-0002-2247-3082","affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":20.6672,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.99162304,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"13","issue":null,"first_page":"177467","last_page":"177491"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9171000123023987,"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":0.9171000123023987,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transformative-learning","display_name":"Transformative learning","score":0.857699990272522},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.7253999710083008},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5339999794960022},{"id":"https://openalex.org/keywords/chart","display_name":"Chart","score":0.4189999997615814},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4032000005245209},{"id":"https://openalex.org/keywords/state-of-art","display_name":"State of art","score":0.3091000020503998},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.28299999237060547}],"concepts":[{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.857699990272522},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.7253999710083008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6560999751091003},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5339999794960022},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.4189999997615814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40849998593330383},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4074000120162964},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4032000005245209},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3456999957561493},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3292999863624573},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3197999894618988},{"id":"https://openalex.org/C3018574109","wikidata":"https://www.wikidata.org/wiki/Q329338","display_name":"State of art","level":2,"score":0.3091000020503998},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.28299999237060547},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.28299999237060547},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.28110000491142273},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.27459999918937683},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.2662000060081482},{"id":"https://openalex.org/C2780626000","wikidata":"https://www.wikidata.org/wiki/Q5936775","display_name":"Human-in-the-loop","level":2,"score":0.26080000400543213},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.250900000333786}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3620473","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3620473","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:139b0d025fad4751b7aa6ae3baf6ad40","is_oa":true,"landing_page_url":"https://doaj.org/article/139b0d025fad4751b7aa6ae3baf6ad40","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 177467-177491 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3620473","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3620473","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Agentic":[0],"AI":[1,103],"systems":[2,33],"are":[3],"self-contained,":[4],"goal-based":[5],"entities":[6],"designed":[7],"to":[8,18,38,79],"operate":[9],"autonomously":[10],"with":[11],"little":[12],"human":[13],"intervention":[14],"and":[15,34,47,62,65,71,87,97,108],"dynamically":[16],"respond":[17],"shifting":[19],"contexts.":[20],"This":[21],"survey":[22],"considers":[23],"their":[24,67],"transformative":[25],"potential":[26],"in":[27],"education,":[28],"ranging":[29],"from":[30],"intelligent":[31],"tutoring":[32],"adaptive":[35],"test-taking":[36],"platforms":[37],"autonomous":[39,102],"learning":[40,107],"companions":[41],"that":[42],"can":[43,104],"provide":[44,50],"customized":[45],"guidance":[46],"assistance.":[48],"We":[49],"an":[51],"organized":[52],"overview":[53],"of":[54,57],"the":[55,58,74,112],"state":[56],"field,":[59],"classify":[60],"existing":[61],"developing":[63],"uses":[64],"assess":[66],"pedagogical":[68],"worth,":[69],"benefits":[70],"trade-offs.":[72],"In":[73],"process,":[75],"we":[76,91],"also":[77],"refer":[78],"such":[80],"areas":[81],"as":[82],"learner":[83],"motivation,":[84],"equity,":[85],"transparency":[86],"ethical":[88,98],"concerns.":[89],"Finally,":[90],"chart":[92],"directions":[93],"for":[94],"future":[95],"research":[96],"implementation,":[99],"highlighting":[100],"how":[101],"reshape":[105],"teaching,":[106],"educational":[109],"spaces":[110],"within":[111],"next":[113],"several":[114],"years.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":21},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-14T00:00:00"}
