{"id":"https://openalex.org/W4407951475","doi":"https://doi.org/10.1109/fie61694.2024.10893116","title":"WIP: Study on a Data-Driven Adaptive Learning Support System Design for Individualized Optimal Learning","display_name":"WIP: Study on a Data-Driven Adaptive Learning Support System Design for Individualized Optimal Learning","publication_year":2024,"publication_date":"2024-10-13","ids":{"openalex":"https://openalex.org/W4407951475","doi":"https://doi.org/10.1109/fie61694.2024.10893116"},"language":"en","primary_location":{"id":"doi:10.1109/fie61694.2024.10893116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10893116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Frontiers in Education Conference (FIE)","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/A5116424895","display_name":"Takahito Horinouchi","orcid":null},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Takahito Horinouchi","raw_affiliation_strings":["Hiroshima University,Graduate School of Advanced Science and Engineering,Higashihiroshima,Japan"],"affiliations":[{"raw_affiliation_string":"Hiroshima University,Graduate School of Advanced Science and Engineering,Higashihiroshima,Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071520440","display_name":"Shin Wakitani","orcid":"https://orcid.org/0000-0002-3850-3864"},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shin Wakitani","raw_affiliation_strings":["Hiroshima University,Graduate School of Advanced Science and Engineering,Higashihiroshima,Japan"],"affiliations":[{"raw_affiliation_string":"Hiroshima University,Graduate School of Advanced Science and Engineering,Higashihiroshima,Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037043794","display_name":"Tomohiro Hayashida","orcid":"https://orcid.org/0000-0003-4476-7468"},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomohiro Hayashida","raw_affiliation_strings":["Hiroshima University,Graduate School of Advanced Science and Engineering,Higashihiroshima,Japan"],"affiliations":[{"raw_affiliation_string":"Hiroshima University,Graduate School of Advanced Science and Engineering,Higashihiroshima,Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101452938","display_name":"Takuya Kinoshita","orcid":"https://orcid.org/0000-0003-4871-5171"},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takuya Kinoshita","raw_affiliation_strings":["Hiroshima University,Graduate School of Advanced Science and Engineering,Higashihiroshima,Japan"],"affiliations":[{"raw_affiliation_string":"Hiroshima University,Graduate School of Advanced Science and Engineering,Higashihiroshima,Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055726017","display_name":"Kento Tsutsumi","orcid":null},"institutions":[{"id":"https://openalex.org/I173915773","display_name":"Yamaguchi University","ror":"https://ror.org/03cxys317","country_code":"JP","type":"education","lineage":["https://openalex.org/I173915773"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kento Tsutsumi","raw_affiliation_strings":["Yamaguchi University,Faculty of Education,Yamaguchi,Japan"],"affiliations":[{"raw_affiliation_string":"Yamaguchi University,Faculty of Education,Yamaguchi,Japan","institution_ids":["https://openalex.org/I173915773"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5116424895"],"corresponding_institution_ids":["https://openalex.org/I113306721"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25601429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.8105999827384949,"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":0.8105999827384949,"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/T13565","display_name":"Education and Learning Interventions","score":0.8032000064849854,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14484","display_name":"Technology and Data Analysis","score":0.8011999726295471,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.7382371425628662},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.4460248053073883},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4337104558944702},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4015583097934723}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7382371425628662},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.4460248053073883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4337104558944702},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4015583097934723}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie61694.2024.10893116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10893116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1969519340","https://openalex.org/W2123782234","https://openalex.org/W2330143332","https://openalex.org/W3111425926","https://openalex.org/W3187526436","https://openalex.org/W3194117415","https://openalex.org/W4281563360","https://openalex.org/W4300443332","https://openalex.org/W4402438554"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"In":[0],"current":[1],"Japanese":[2],"education,":[3],"realizing":[4],"individualized":[5],"and":[6,48],"optimal":[7],"learning":[8,20,36],"through":[9],"the":[10,28,41,46,70,82,85,90],"effective":[11],"use":[12],"of":[13,73],"ICT":[14],"terminals":[15],"has":[16],"been":[17],"required.":[18],"Adaptive":[19],"support":[21,37],"systems":[22],"are":[23],"expected":[24],"to":[25,50],"help":[26],"solve":[27],"above":[29],"issues.":[30],"This":[31],"study":[32],"proposes":[33],"an":[34,53],"adaptive":[35],"system":[38,59,83],"that":[39,68,81],"maximizes":[40],"learner's":[42,86],"characteristics":[43,87],"such":[44],"as":[45],"ability":[47],"motivation":[49],"learn":[51],"using":[52,63],"extremum-seeking":[54],"control":[55],"method.":[56],"The":[57,77],"proposed":[58],"is":[60],"validated":[61],"by":[62,88],"a":[64],"mathematical":[65],"learner":[66],"model":[67],"includes":[69],"forgetting":[71],"factor":[72],"human":[74],"short-term":[75],"memory.":[76],"simulation":[78],"result":[79],"shows":[80],"maximized":[84],"tuning":[89],"assist":[91],"ratio.":[92]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
