{"id":"https://openalex.org/W7131241216","doi":"https://doi.org/10.1109/icta-atsn68371.2025.11398270","title":"Generative AI Supported Personal Life Learning Environment","display_name":"Generative AI Supported Personal Life Learning Environment","publication_year":2025,"publication_date":"2025-12-07","ids":{"openalex":"https://openalex.org/W7131241216","doi":"https://doi.org/10.1109/icta-atsn68371.2025.11398270"},"language":null,"primary_location":{"id":"doi:10.1109/icta-atsn68371.2025.11398270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icta-atsn68371.2025.11398270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 10th International Conference on ICT &amp;amp; Accessibility (ICTA) co-located with 2025 2nd International Conference and Forum on Assistive Technologies for Special Needs (ATSN)","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/A5033739793","display_name":"Belhassen Guettat","orcid":"https://orcid.org/0000-0003-0773-7155"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I4210145739","display_name":"Time Universit\u00e9","ror":"https://ror.org/03y2yf271","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210145739"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Belhassen Guettat","raw_affiliation_strings":["University of Tunis,LaTice Laboratory, ENSIT,Tunis,Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Tunis,LaTice Laboratory, ENSIT,Tunis,Tunisia","institution_ids":["https://openalex.org/I4210145739","https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009568742","display_name":"Ramzi Farhat","orcid":"https://orcid.org/0000-0003-2189-6515"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I4210145739","display_name":"Time Universit\u00e9","ror":"https://ror.org/03y2yf271","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210145739"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ramzi Farhat","raw_affiliation_strings":["University of Tunis,LaTice Laboratory, ENSIT,Tunis,Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Tunis,LaTice Laboratory, ENSIT,Tunis,Tunisia","institution_ids":["https://openalex.org/I4210145739","https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126675564","display_name":"Syrine Karoui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112335","display_name":"\u00c9cole Sup\u00e9rieure Priv\u00e9e d'Ing\u00e9nierie et de Technologies","ror":"https://ror.org/021f99908","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210112335"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Syrine Karoui","raw_affiliation_strings":["Esprit School of Engineering,ESE Laboratory,Ariana,Tunisia"],"affiliations":[{"raw_affiliation_string":"Esprit School of Engineering,ESE Laboratory,Ariana,Tunisia","institution_ids":["https://openalex.org/I4210112335"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126688684","display_name":"Oumeima Ibn el Fekih","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112335","display_name":"\u00c9cole Sup\u00e9rieure Priv\u00e9e d'Ing\u00e9nierie et de Technologies","ror":"https://ror.org/021f99908","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210112335"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Oumeima Ibn el Fekih","raw_affiliation_strings":["Esprit School of Engineering,ESE Laboratory,Ariana,Tunisia"],"affiliations":[{"raw_affiliation_string":"Esprit School of Engineering,ESE Laboratory,Ariana,Tunisia","institution_ids":["https://openalex.org/I4210112335"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033739793"],"corresponding_institution_ids":["https://openalex.org/I108714496","https://openalex.org/I4210145739"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88641027,"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":"6"},"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":0.13249999284744263,"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":0.13249999284744263,"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/T10709","display_name":"Social Robot Interaction and HRI","score":0.040800001472234726,"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/T11448","display_name":"Face recognition and analysis","score":0.029400000348687172,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/personalization","display_name":"Personalization","score":0.7897999882698059},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5460000038146973},{"id":"https://openalex.org/keywords/lifelong-learning","display_name":"Lifelong learning","score":0.5080999732017517},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.49810001254081726},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.46000000834465027},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.45669999718666077},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4287000000476837},{"id":"https://openalex.org/keywords/experiential-learning","display_name":"Experiential learning","score":0.39800000190734863}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7897999882698059},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7138000130653381},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5460000038146973},{"id":"https://openalex.org/C108771440","wikidata":"https://www.wikidata.org/wiki/Q368475","display_name":"Lifelong learning","level":2,"score":0.5080999732017517},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.49810001254081726},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.46000000834465027},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.45669999718666077},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.44190001487731934},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4287000000476837},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.39800000190734863},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.39329999685287476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37540000677108765},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.3269999921321869},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.3206999897956848},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3125999867916107},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.31200000643730164},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.310699999332428},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.3021000027656555},{"id":"https://openalex.org/C184408114","wikidata":"https://www.wikidata.org/wiki/Q1502022","display_name":"Generative Design","level":3,"score":0.2831000089645386},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C2778365744","wikidata":"https://www.wikidata.org/wiki/Q2426689","display_name":"Learning environment","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.2531000077724457}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icta-atsn68371.2025.11398270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icta-atsn68371.2025.11398270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 10th International Conference on ICT &amp;amp; Accessibility (ICTA) co-located with 2025 2nd International Conference and Forum on Assistive Technologies for Special Needs (ATSN)","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":7,"referenced_works":["https://openalex.org/W1506818747","https://openalex.org/W2171109587","https://openalex.org/W2542327617","https://openalex.org/W2578514345","https://openalex.org/W2797903674","https://openalex.org/W4205409138","https://openalex.org/W4232128438"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,63,133],"emergence":[2],"of":[3,62,136,168],"IT":[4],"technologies,":[5],"educational":[6],"institutions":[7],"have":[8],"diversified":[9],"their":[10,49],"logistics":[11],"to":[12,27,47,77,86,92],"improve":[13],"students'":[14],"performance":[15],"and":[16,100,124,139,183],"learning":[17,22,51,79,94],"quality.":[18],"They":[19],"invest":[20],"in":[21,106,187],"management":[23,155],"systems":[24],"offering":[25],"personalization":[26,31],"learners.":[28],"However,":[29,68,103],"such":[30,69],"often":[32],"depends":[33],"on":[34],"institutional":[35],"constraints.":[36],"Personal":[37],"Learning":[38],"Environments":[39],"(PLEs)":[40],"represent":[41],"a":[42,59,88,149,161,184],"promising":[43],"solution,":[44],"enabling":[45],"learners":[46,91],"develop":[48],"own":[50],"environments.":[52],"This":[53,129],"concept":[54],"aligns":[55],"with":[56,180],"lifelong":[57],"learning,":[58],"key":[60],"recommendation":[61],"Sustainable":[64],"Development":[65],"Goals":[66],"(SDGs).":[67],"environments":[70],"are":[71],"not":[72],"always":[73],"pedagogically":[74],"grounded,":[75],"leading":[76],"misaligned":[78],"paths.":[80],"We":[81],"previously":[82],"developed":[83],"an":[84,118,177],"approach":[85],"build":[87,97],"PLE":[89,142],"allowing":[90],"define":[93],"obj":[95],"ectives,":[96],"appropriate":[98],"curricula,":[99],"track":[101],"progress.":[102],"its":[104],"implementation":[105],"real":[107],"contexts":[108],"is":[109],"complex,":[110],"limiting":[111],"scalability.":[112],"To":[113],"overcome":[114],"this,":[115],"we":[116],"propose":[117],"updated":[119],"version":[120],"leveraging":[121],"Generative":[122,137],"AI":[123,138],"Large":[125],"Language":[126],"Models":[127],"(LLMs).":[128],"paper":[130],"presents:":[131],"(1)":[132],"first":[134],"integration":[135],"LLMs":[140],"into":[141],"architecture":[143],"for":[144],"autonomous":[145],"curriculum":[146,188],"construction;":[147],"(2)":[148],"scalable":[150],"framework":[151],"eliminating":[152],"manual":[153],"ontology":[154],"through":[156],"AI-powered":[157],"content":[158],"understanding;":[159],"(3)":[160],"preliminary":[162],"empirical":[163],"evaluation":[164,175],"demonstrating":[165],"efficiency":[166],"gains":[167],"AI-enhanced":[169],"PLEs":[170],"over":[171],"traditional":[172],"systems.":[173],"Preliminary":[174],"shows":[176],"87%":[178],"alignment":[179],"expert":[181],"recommendations":[182],"65%":[185],"reduction":[186],"design":[189],"effort":[190]},"counts_by_year":[],"updated_date":"2026-02-25T21:11:00.739837","created_date":"2026-02-25T00:00:00"}
