{"id":"https://openalex.org/W7155392622","doi":"https://doi.org/10.1145/3797552.3797739","title":"Artificial Intelligence Technology as a Mediating Mechanism: Linking L2 Interest to Learner Autonomy in Pilots' Informal Digital Learning of English","display_name":"Artificial Intelligence Technology as a Mediating Mechanism: Linking L2 Interest to Learner Autonomy in Pilots' Informal Digital Learning of English","publication_year":2025,"publication_date":"2025-11-21","ids":{"openalex":"https://openalex.org/W7155392622","doi":"https://doi.org/10.1145/3797552.3797739"},"language":null,"primary_location":{"id":"doi:10.1145/3797552.3797739","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797552.3797739","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3797552.3797739","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Siyu Qi","orcid":"https://orcid.org/0009-0007-1782-7548"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Siyu Qi","raw_affiliation_strings":["Macau University of Science and Technology, Macau, China,"],"raw_orcid":"https://orcid.org/0009-0007-1782-7548","affiliations":[{"raw_affiliation_string":"Macau University of Science and Technology, Macau, China,","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5134455497","display_name":"Bo Hu","orcid":"https://orcid.org/0009-0006-8986-3161"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Bo Hu","raw_affiliation_strings":["Macau University of Science and Technology, Macau, China,"],"raw_orcid":"https://orcid.org/0009-0006-8986-3161","affiliations":[{"raw_affiliation_string":"Macau University of Science and Technology, Macau, China,","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I111950717"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.9400782,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1187","last_page":"1192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10021","display_name":"EFL/ESL Teaching and Learning","score":0.05939999967813492,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10021","display_name":"EFL/ESL Teaching and Learning","score":0.05939999967813492,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14240","display_name":"E-Learning and COVID-19","score":0.04580000042915344,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.043800000101327896,"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/mediation","display_name":"Mediation","score":0.7044000029563904},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.6283000111579895},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.592199981212616},{"id":"https://openalex.org/keywords/autonomy","display_name":"Autonomy","score":0.4839000105857849},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4603999853134155},{"id":"https://openalex.org/keywords/technology-acceptance-model","display_name":"Technology acceptance model","score":0.4433000087738037},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4196999967098236}],"concepts":[{"id":"https://openalex.org/C179420905","wikidata":"https://www.wikidata.org/wiki/Q223871","display_name":"Mediation","level":2,"score":0.7044000029563904},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.6283000111579895},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6072999835014343},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.592199981212616},{"id":"https://openalex.org/C65414064","wikidata":"https://www.wikidata.org/wiki/Q484105","display_name":"Autonomy","level":2,"score":0.4839000105857849},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4603999853134155},{"id":"https://openalex.org/C2776185967","wikidata":"https://www.wikidata.org/wiki/Q112945","display_name":"Technology acceptance model","level":3,"score":0.4433000087738037},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4196999967098236},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.39890000224113464},{"id":"https://openalex.org/C2780198215","wikidata":"https://www.wikidata.org/wiki/Q361428","display_name":"Informal learning","level":2,"score":0.37630000710487366},{"id":"https://openalex.org/C182325601","wikidata":"https://www.wikidata.org/wiki/Q17064286","display_name":"Learner autonomy","level":4,"score":0.3725000023841858},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.367900013923645},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.36649999022483826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36480000615119934},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.33550000190734863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3296999931335449},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.32749998569488525},{"id":"https://openalex.org/C2780468074","wikidata":"https://www.wikidata.org/wiki/Q16628824","display_name":"Digital learning","level":2,"score":0.31679999828338623},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.31459999084472656},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.314300000667572},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.3043000102043152},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.28929999470710754},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.2752000093460083},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.2644999921321869}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3797552.3797739","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797552.3797739","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3797552.3797739","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797552.3797739","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.40603017807006836,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2169868512","https://openalex.org/W2466855596","https://openalex.org/W2790358757","https://openalex.org/W3013020948","https://openalex.org/W4323655724","https://openalex.org/W4361009785","https://openalex.org/W4362581834","https://openalex.org/W4362584541","https://openalex.org/W4385988305","https://openalex.org/W4396929982","https://openalex.org/W4400391328","https://openalex.org/W4403773662","https://openalex.org/W4407750143"],"related_works":[],"abstract_inverted_index":{"The":[0,85],"integration":[1],"of":[2,11,15,25,36,136],"Artificial":[3],"Intelligence":[4],"(AI)":[5],"is":[6],"rapidly":[7],"transforming":[8],"the":[9,23,67,134,140],"landscape":[10],"Informal":[12],"Digital":[13],"Learning":[14],"English":[16],"(IDLE).":[17],"This":[18,116],"study":[19,79],"proposes":[20],"and":[21,40,72],"validates":[22],"construct":[24],"AI-IDLE,":[26],"positing":[27],"that":[28,88,108,122],"it":[29],"acts":[30],"as":[31,111],"both":[32],"a":[33,41,61,112,127],"behavioral":[34],"manifestation":[35],"L2":[37,70,89],"learners'":[38],"interest":[39,71,90],"scaffold":[42],"for":[43],"developing":[44],"learner":[45,103],"autonomy.":[46,73,104],"Using":[47],"structural":[48],"equation":[49],"modeling":[50],"on":[51],"survey":[52],"data":[53],"from":[54,82],"216":[55],"Chinese":[56],"student":[57],"pilots,":[58],"we":[59],"tested":[60],"model":[62],"in":[63,77,96,139],"which":[64,95],"AI-IDLE":[65,93,109],"mediates":[66],"relationship":[68],"between":[69],"All":[74],"questionnaires":[75],"administered":[76],"this":[78],"were":[80],"adapted":[81],"prior":[83],"studies.":[84],"results":[86],"confirmed":[87],"significantly":[91,101],"predicted":[92],"engagement,":[94],"turn":[97],"was":[98],"associated":[99],"with":[100],"higher":[102],"Mediation":[105],"analysis":[106],"demonstrated":[107],"served":[110],"significant":[113],"partial":[114],"mediator.":[115],"research":[117],"provides":[118],"initial":[119],"empirical":[120],"evidence":[121],"AI-driven":[123],"IDLE":[124],"activities":[125],"constitute":[126],"key":[128],"mechanism":[129],"linking":[130],"motivational":[131],"dispositions":[132],"to":[133],"development":[135],"autonomous":[137],"learning":[138],"21st":[141],"century.":[142]},"counts_by_year":[],"updated_date":"2026-04-24T06:07:52.864757","created_date":"2026-04-24T00:00:00"}
