{"id":"https://openalex.org/W7134907047","doi":"https://doi.org/10.1109/iiai-aai-winter69777.2025.00024","title":"Research on the Automation and Systematization of Learning Support with Generative AI","display_name":"Research on the Automation and Systematization of Learning Support with Generative AI","publication_year":2025,"publication_date":"2025-12-15","ids":{"openalex":"https://openalex.org/W7134907047","doi":"https://doi.org/10.1109/iiai-aai-winter69777.2025.00024"},"language":null,"primary_location":{"id":"doi:10.1109/iiai-aai-winter69777.2025.00024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iiai-aai-winter69777.2025.00024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 19th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI-Winter)","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/A5114275162","display_name":"Kana Sunahara","orcid":null},"institutions":[{"id":"https://openalex.org/I116680314","display_name":"Chitose Institute of Science and Technology","ror":"https://ror.org/037xccs34","country_code":"JP","type":"education","lineage":["https://openalex.org/I116680314"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kana Sunahara","raw_affiliation_strings":["Chitose Institute of Science and Technology,Graduate School of Science and Technology,Chitose,Japan"],"affiliations":[{"raw_affiliation_string":"Chitose Institute of Science and Technology,Graduate School of Science and Technology,Chitose,Japan","institution_ids":["https://openalex.org/I116680314"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112487913","display_name":"Haruki Ueno","orcid":null},"institutions":[{"id":"https://openalex.org/I116680314","display_name":"Chitose Institute of Science and Technology","ror":"https://ror.org/037xccs34","country_code":"JP","type":"education","lineage":["https://openalex.org/I116680314"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Haruki Ueno","raw_affiliation_strings":["Chitose Institute of Science and Technology,Faculty of Science and Technology,Chitose,Japan"],"affiliations":[{"raw_affiliation_string":"Chitose Institute of Science and Technology,Faculty of Science and Technology,Chitose,Japan","institution_ids":["https://openalex.org/I116680314"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128723670","display_name":"Hibiki Sato","orcid":null},"institutions":[{"id":"https://openalex.org/I116680314","display_name":"Chitose Institute of Science and Technology","ror":"https://ror.org/037xccs34","country_code":"JP","type":"education","lineage":["https://openalex.org/I116680314"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hibiki Sato","raw_affiliation_strings":["Chitose Institute of Science and Technology,Graduate School of Science and Technology,Chitose,Japan"],"affiliations":[{"raw_affiliation_string":"Chitose Institute of Science and Technology,Graduate School of Science and Technology,Chitose,Japan","institution_ids":["https://openalex.org/I116680314"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128692870","display_name":"Ginji Someya","orcid":null},"institutions":[{"id":"https://openalex.org/I116680314","display_name":"Chitose Institute of Science and Technology","ror":"https://ror.org/037xccs34","country_code":"JP","type":"education","lineage":["https://openalex.org/I116680314"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ginji Someya","raw_affiliation_strings":["Chitose Institute of Science and Technology,Graduate School of Science and Technology,Chitose,Japan"],"affiliations":[{"raw_affiliation_string":"Chitose Institute of Science and Technology,Graduate School of Science and Technology,Chitose,Japan","institution_ids":["https://openalex.org/I116680314"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000418140","display_name":"Yasuomi Takano","orcid":null},"institutions":[{"id":"https://openalex.org/I116680314","display_name":"Chitose Institute of Science and Technology","ror":"https://ror.org/037xccs34","country_code":"JP","type":"education","lineage":["https://openalex.org/I116680314"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasuomi Takano","raw_affiliation_strings":["Chitose Institute of Science and Technology,Faculty of Science and Technology,Chitose,Japan"],"affiliations":[{"raw_affiliation_string":"Chitose Institute of Science and Technology,Faculty of Science and Technology,Chitose,Japan","institution_ids":["https://openalex.org/I116680314"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035980808","display_name":"Hiroshi Komatsugawa","orcid":null},"institutions":[{"id":"https://openalex.org/I116680314","display_name":"Chitose Institute of Science and Technology","ror":"https://ror.org/037xccs34","country_code":"JP","type":"education","lineage":["https://openalex.org/I116680314"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroshi Komatsugawa","raw_affiliation_strings":["Chitose Institute of Science and Technology,Graduate School of Science and Technology,Chitose,Japan"],"affiliations":[{"raw_affiliation_string":"Chitose Institute of Science and Technology,Graduate School of Science and Technology,Chitose,Japan","institution_ids":["https://openalex.org/I116680314"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5114275162"],"corresponding_institution_ids":["https://openalex.org/I116680314"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88312996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"86"},"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":0.05469999834895134,"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":0.05469999834895134,"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/T12128","display_name":"AI in Service Interactions","score":0.041099999099969864,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.024000000208616257,"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/automation","display_name":"Automation","score":0.6205999851226807},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.43799999356269836},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2596000134944916},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.25940001010894775},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.2451999932527542}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6205999851226807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5971999764442444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47679999470710754},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.43799999356269836},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2935999929904938},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2904999852180481},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.25940001010894775},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2451999932527542},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.24300000071525574}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iiai-aai-winter69777.2025.00024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iiai-aai-winter69777.2025.00024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 19th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI-Winter)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W4409735421"],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1,51,66],"develops":[2],"and":[3,31,53,63,70],"evaluates":[4,71],"a":[5],"learning":[6,11,61],"support":[7],"system":[8,47,69],"that":[9],"integrates":[10],"data":[12],"from":[13],"educational":[14,25],"settings":[15],"with":[16],"Large":[17],"Language":[18],"Models":[19],"(LLMs)":[20],"using":[21],"generative":[22],"AI.":[23],"Recent":[24],"policies":[26],"in":[27,39],"Japan":[28],"emphasize":[29],"autonomous":[30],"self-regulated":[32],"learning,":[33],"but":[34],"teachers":[35],"face":[36],"time":[37],"constraints":[38],"providing":[40,56],"individualized":[41],"instruction.":[42],"To":[43],"address":[44],"this,":[45],"our":[46],"automatically":[48],"analyzes":[49],"learners\u2019":[50],"behaviors":[52],"comprehension":[54],"levels,":[55],"personalized":[57],"advice":[58],"on":[59],"both":[60],"methods":[62],"content.":[64],"The":[65],"designs":[67],"this":[68],"its":[72],"effectiveness.":[73]},"counts_by_year":[],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2026-03-12T00:00:00"}
