{"id":"https://openalex.org/W4413990515","doi":"https://doi.org/10.1080/10447318.2025.2551048","title":"Affective Computing-Driven Optimization Methods for Adaptive Foreign Language Learning Systems Research and Empirical Validation","display_name":"Affective Computing-Driven Optimization Methods for Adaptive Foreign Language Learning Systems Research and Empirical Validation","publication_year":2025,"publication_date":"2025-09-04","ids":{"openalex":"https://openalex.org/W4413990515","doi":"https://doi.org/10.1080/10447318.2025.2551048"},"language":"en","primary_location":{"id":"doi:10.1080/10447318.2025.2551048","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2025.2551048","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","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/A5112693834","display_name":"Xing Jin","orcid":"https://orcid.org/0009-0005-4469-6710"},"institutions":[{"id":"https://openalex.org/I4210116828","display_name":"Mudanjiang Normal University","ror":"https://ror.org/02dzkdp68","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116828"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Jin","raw_affiliation_strings":["School of Oriental Language, Mudanjiang Normal University","School of Oriental Language, Mudanjiang Normal University, Mudanjiang City, China"],"raw_orcid":"https://orcid.org/0009-0005-4469-6710","affiliations":[{"raw_affiliation_string":"School of Oriental Language, Mudanjiang Normal University","institution_ids":["https://openalex.org/I4210116828"]},{"raw_affiliation_string":"School of Oriental Language, Mudanjiang Normal University, Mudanjiang City, China","institution_ids":["https://openalex.org/I4210116828"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chaofeng Zhang","orcid":"https://orcid.org/0009-0003-1070-8096"},"institutions":[{"id":"https://openalex.org/I4210116828","display_name":"Mudanjiang Normal University","ror":"https://ror.org/02dzkdp68","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116828"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaofeng Zhang","raw_affiliation_strings":["School of Oriental Language, Mudanjiang Normal University","School of Oriental Language, Mudanjiang Normal University, Mudanjiang City, China"],"raw_orcid":"https://orcid.org/0009-0003-1070-8096","affiliations":[{"raw_affiliation_string":"School of Oriental Language, Mudanjiang Normal University","institution_ids":["https://openalex.org/I4210116828"]},{"raw_affiliation_string":"School of Oriental Language, Mudanjiang Normal University, Mudanjiang City, China","institution_ids":["https://openalex.org/I4210116828"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yanli Wang","orcid":"https://orcid.org/0009-0007-5480-3158"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210164189","display_name":"Jilin International Studies University","ror":"https://ror.org/05mvcw862","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210164189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanli Wang","raw_affiliation_strings":["School of Foreign Languages and Cultures, Jilin University","School of Foreign Languages and Cultures, Jilin University, Changchun City, China"],"raw_orcid":"https://orcid.org/0009-0007-5480-3158","affiliations":[{"raw_affiliation_string":"School of Foreign Languages and Cultures, Jilin University","institution_ids":["https://openalex.org/I4210164189","https://openalex.org/I194450716"]},{"raw_affiliation_string":"School of Foreign Languages and Cultures, Jilin University, Changchun City, China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210164189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060271380","display_name":"Tingting Huo","orcid":"https://orcid.org/0000-0002-0395-9693"},"institutions":[{"id":"https://openalex.org/I4210116828","display_name":"Mudanjiang Normal University","ror":"https://ror.org/02dzkdp68","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116828"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tingting Huo","raw_affiliation_strings":["School of Computer and Information Technology, Mudanjiang Normal University","School of Computer and Information Technology, Mudanjiang Normal University, Mudanjiang City, China"],"raw_orcid":"https://orcid.org/0000-0002-0395-9693","affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Mudanjiang Normal University","institution_ids":["https://openalex.org/I4210116828"]},{"raw_affiliation_string":"School of Computer and Information Technology, Mudanjiang Normal University, Mudanjiang City, China","institution_ids":["https://openalex.org/I4210116828"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060271380"],"corresponding_institution_ids":["https://openalex.org/I4210116828"],"apc_list":null,"apc_paid":null,"fwci":1.7171,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88198259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"42","issue":"8","first_page":"6167","last_page":"6187"},"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":0.9639000296592712,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6042755246162415},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4392603635787964},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43818408250808716},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.42658519744873047},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10852524638175964}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6042755246162415},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4392603635787964},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43818408250808716},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.42658519744873047},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10852524638175964},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10447318.2025.2551048","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2025.2551048","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W3012066402","https://openalex.org/W3205942598","https://openalex.org/W4309568943","https://openalex.org/W4309914118","https://openalex.org/W4312402957","https://openalex.org/W4377030676","https://openalex.org/W4385507525","https://openalex.org/W4386238264","https://openalex.org/W4389952963","https://openalex.org/W4391302483","https://openalex.org/W4392657758","https://openalex.org/W4395063239","https://openalex.org/W4395115909","https://openalex.org/W4399170818","https://openalex.org/W4399435247","https://openalex.org/W4400528355","https://openalex.org/W4400554173","https://openalex.org/W4403528534","https://openalex.org/W4406220722"],"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":{"This":[0],"study":[1,80],"addresses":[2],"the":[3,71,82,95,118,139],"challenge":[4],"of":[5,85,94],"limited":[6],"emotional":[7,38,73,87,96,147],"interaction":[8],"in":[9,45,117],"traditional":[10],"foreign":[11],"language":[12,46],"learning":[13,29,51,65,76,131,144],"systems":[14],"by":[15,128,134],"introducing":[16],"an":[17,54,92],"enhanced":[18],"approach.":[19],"The":[20,104],"method":[21],"integrates":[22],"both":[23],"multimodal":[24,109],"affective":[25],"computing":[26,88],"and":[27,50,75,102,130,146],"reinforcement":[28],"strategies.":[30],"To":[31],"thoroughly":[32],"analyze":[33],"learner":[34],"emotions,":[35],"a":[36],"three-dimensional":[37],"mapping":[39],"model":[40],"is":[41,60],"developed":[42],"that":[43,67,108],"factors":[44],"anxiety,":[47],"cognitive":[48],"load,":[49],"motivation.":[52],"Meanwhile,":[53],"Emotion-Adaptive":[55],"Content":[56],"Generation":[57],"algorithm":[58],"(EACG)":[59],"designed":[61],"to":[62,70,99,122,142],"create":[63],"personalized":[64],"materials":[66],"dynamically":[68],"adjust":[69],"learner's":[72],"state":[74],"progress.":[77],"And":[78],"this":[79],"enables":[81],"dynamic":[83],"adaptation":[84],"cross-cultural":[86],"models":[89],"based":[90],"on":[91],"analysis":[93],"characteristics":[97],"inherent":[98],"Chinese,":[100],"English,":[101],"Korean.":[103],"experimental":[105,119],"findings":[106],"indicate":[107],"emotion":[110],"recognition":[111],"accuracy":[112],"reaches":[113],"89.7%,":[114],"grammar":[115],"mastery":[116],"group":[120],"improves":[121],"85%,":[123],"peak":[124],"anxiety":[125],"levels":[126],"decrease":[127],"43%,":[129],"efficiency":[132],"increases":[133],"37%.":[135],"These":[136],"results":[137],"demonstrate":[138],"system's":[140],"capacity":[141],"enhance":[143],"outcomes":[145],"adaptation.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-10T00:00:00"}
