{"id":"https://openalex.org/W7134810967","doi":"https://doi.org/10.1109/access.2026.3671870","title":"Expert Agents for Social and Emotional Learning: An Agentic Graph Retrieval Augmented Generation Approach","display_name":"Expert Agents for Social and Emotional Learning: An Agentic Graph Retrieval Augmented Generation Approach","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7134810967","doi":"https://doi.org/10.1109/access.2026.3671870"},"language":"en","primary_location":{"id":"doi:10.1109/access.2026.3671870","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3671870","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.2026.3671870","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008807732","display_name":"Eleni Fotopoulou","orcid":"https://orcid.org/0000-0001-7683-4616"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eleni Fotopoulou","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens (NTUA), Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0001-7683-4616","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens (NTUA), Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076842506","display_name":"Anastasios Zafeiropoulos","orcid":"https://orcid.org/0000-0003-0078-8697"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anastasios Zafeiropoulos","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens (NTUA), Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0003-0078-8697","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens (NTUA), Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126912701","display_name":"Eleftheria Arkadopoulou","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eleftheria Arkadopoulou","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens (NTUA), Athens, Greece"],"raw_orcid":"https://orcid.org/0009-0005-3782-3064","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens (NTUA), Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035529462","display_name":"Christina Maria Androna","orcid":"https://orcid.org/0000-0003-0286-6564"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christina-Maria Androna","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens (NTUA), Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0003-0286-6564","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens (NTUA), Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053952482","display_name":"Ioanna Mandilara","orcid":"https://orcid.org/0009-0005-1794-9700"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioanna Mandilara","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens (NTUA), Athens, Greece"],"raw_orcid":"https://orcid.org/0009-0005-1794-9700","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens (NTUA), Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035126390","display_name":"Symeon Papavassiliou","orcid":"https://orcid.org/0000-0002-9459-318X"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Symeon Papavassiliou","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens (NTUA), Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0002-9459-318X","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens (NTUA), Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27943575,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"37565","last_page":"37581"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.36809998750686646,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.36809998750686646,"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/T12488","display_name":"Mental Health via Writing","score":0.1843000054359436,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.13089999556541443,"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/leverage","display_name":"Leverage (statistics)","score":0.6636999845504761},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.5569000244140625},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4717000126838684},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.36340001225471497},{"id":"https://openalex.org/keywords/social-emotional-learning","display_name":"Social emotional learning","score":0.3416000008583069},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.33009999990463257}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7627000212669373},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6636999845504761},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.5569000244140625},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4717000126838684},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.42419999837875366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41339999437332153},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.36340001225471497},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34950000047683716},{"id":"https://openalex.org/C163007329","wikidata":"https://www.wikidata.org/wiki/Q106679114","display_name":"Social emotional learning","level":2,"score":0.3416000008583069},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33180001378059387},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.33009999990463257},{"id":"https://openalex.org/C174107131","wikidata":"https://www.wikidata.org/wiki/Q191591","display_name":"Emotional intelligence","level":2,"score":0.3244999945163727},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29580000042915344},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.2928999960422516},{"id":"https://openalex.org/C2777522414","wikidata":"https://www.wikidata.org/wiki/Q648457","display_name":"Social graph","level":3,"score":0.28760001063346863},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.28679999709129333},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.25839999318122864},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2026.3671870","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3671870","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:004b9c525be44a6795aaa4374bc720ca","is_oa":true,"landing_page_url":"https://doaj.org/article/004b9c525be44a6795aaa4374bc720ca","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 14, Pp 37565-37581 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2026.3671870","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3671870","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":[{"score":0.8028877377510071,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G555985060","display_name":null,"funder_award_id":"2021-1-EL01-KA220-SCH-000032806","funder_id":"https://openalex.org/F4320335551","funder_display_name":"Erasmus+"}],"funders":[{"id":"https://openalex.org/F4320335551","display_name":"Erasmus+","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,109],"positive":[1],"impact":[2,29],"of":[3,26,40,76,128,147,153,173,189,200,213],"Social":[4],"and":[5,23,34,47,66,69,78,82,85,121,130,145,150,164,182,198,205],"Emotional":[6],"Learning":[7],"(SEL)":[8],"activities":[9,163],"in":[10,15,51,170],"schools":[11],"is":[12,111,137,156,193],"widely":[13],"recognized":[14],"various":[16],"sectors,":[17],"including":[18,62],"mental":[19],"health,":[20],"social":[21,149],"relationships,":[22],"academic":[24],"performance":[25,197],"students.":[27,154],"This":[28],"can":[30,55],"be":[31],"efficiently":[32],"realized":[33],"catalyzed":[35],"based":[36,178,209],"on":[37,179,202,210],"the":[38,148,171,190,196,211],"development":[39],"tools":[41,54],"that":[42],"help":[43],"teachers":[44,81],"to":[45,72,101,104,158],"effectively":[46],"consistently":[48],"apply":[49,105],"SEL":[50,162,167],"classrooms.":[52],"Such":[53],"leverage":[56],"emerging":[57],"Artificial":[58],"Intelligence":[59],"(AI)":[60],"technologies,":[61],"Generative":[63],"AI":[64,134],"(GenAI)":[65],"Agentic":[67,95,133],"AI,":[68],"Knowledge":[70],"Graphs":[71],"enable":[73],"their":[74],"ease":[75],"adoption":[77],"use":[79,212],"by":[80],"provide":[83],"accurate":[84,207],"context-aware":[86],"guidance.":[87],"In":[88],"this":[89,91],"perspective,":[90],"manuscript":[92],"presents":[93],"an":[94,114,132],"Graph":[96],"Retrieval-Augmented":[97],"Generation":[98],"(RAG)":[99],"approach":[100,110],"support":[102],"educators":[103],"methodologies":[106],"for":[107],"SEL.":[108],"materialized":[112],"through":[113],"agent,":[115],"called":[116],"MySELAgent,":[117],"which":[118,176],"synthesizes":[119],"information":[120,204],"provides":[122],"recommendations":[123],"around":[124],"SEL,":[125],"taking":[126],"advantage":[127],"GenAI":[129],"following":[131],"approach.":[135],"MySELAgent":[136,201],"interoperable":[138],"with":[139],"third-party":[140],"psychometric":[141],"tools,":[142],"enabling":[143],"assessment":[144],"monitoring":[146],"emotional":[151,184],"competencies":[152],"It":[155],"able":[157],"suggest":[159],"evidence-based":[160],"targeted":[161],"create":[165],"holistic":[166],"intervention":[168],"programs":[169],"form":[172],"learning":[174],"pathways,":[175],"are":[177],"teachers\u2019":[180],"preferences":[181],"students\u2019":[183],"needs.":[185],"A":[186],"detailed":[187],"evaluation":[188],"implemented":[191],"techniques":[192],"presented,":[194],"analyzing":[195],"effectiveness":[199],"retrieving":[203],"creating":[206],"responses":[208],"different":[214],"Large":[215],"Language":[216],"Models":[217],"(LLMs).":[218]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-03-11T00:00:00"}
