{"id":"https://openalex.org/W4410986929","doi":"https://doi.org/10.1109/educon62633.2025.11016362","title":"An Adaptive Intelligent Tutoring System Powered by Generative AI","display_name":"An Adaptive Intelligent Tutoring System Powered by Generative AI","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4410986929","doi":"https://doi.org/10.1109/educon62633.2025.11016362"},"language":"en","primary_location":{"id":"doi:10.1109/educon62633.2025.11016362","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon62633.2025.11016362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Global Engineering Education Conference (EDUCON)","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/A5116498831","display_name":"Habiba Almetnawy","orcid":null},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Habiba Almetnawy","raw_affiliation_strings":["College of Information Technology, UAE University,Al Ain,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"College of Information Technology, UAE University,Al Ain,United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116498833","display_name":"Ahed Orabi","orcid":null},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ahed Orabi","raw_affiliation_strings":["College of Information Technology, UAE University,Al Ain,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"College of Information Technology, UAE University,Al Ain,United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116498830","display_name":"Alreem Rashed Alneyadi","orcid":null},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Alreem Rashed Alneyadi","raw_affiliation_strings":["College of Information Technology, UAE University,Al Ain,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"College of Information Technology, UAE University,Al Ain,United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tasneim Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Tasneim Ahmed","raw_affiliation_strings":["College of Information Technology, UAE University,Al Ain,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"College of Information Technology, UAE University,Al Ain,United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090441509","display_name":"Abderrahmane Lakas","orcid":"https://orcid.org/0000-0003-4725-8634"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Abderrahmane Lakas","raw_affiliation_strings":["College of Information Technology, UAE University,Al Ain,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"College of Information Technology, UAE University,Al Ain,United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5116498831"],"corresponding_institution_ids":["https://openalex.org/I201726411"],"apc_list":null,"apc_paid":null,"fwci":4.52,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94224106,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"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":0.789900004863739,"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":0.789900004863739,"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":0.7428466081619263},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6552397012710571},{"id":"https://openalex.org/keywords/intelligent-tutoring-system","display_name":"Intelligent tutoring system","score":0.4889923334121704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4853188395500183},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35328003764152527}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7428466081619263},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6552397012710571},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.4889923334121704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4853188395500183},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35328003764152527}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon62633.2025.11016362","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon62633.2025.11016362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Global Engineering Education Conference (EDUCON)","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":17,"referenced_works":["https://openalex.org/W2894338514","https://openalex.org/W3112115694","https://openalex.org/W4238365634","https://openalex.org/W4379434830","https://openalex.org/W4380353816","https://openalex.org/W4386693657","https://openalex.org/W4389344259","https://openalex.org/W4390239612","https://openalex.org/W4392484243","https://openalex.org/W4393118106","https://openalex.org/W4393968590","https://openalex.org/W4396827139","https://openalex.org/W4396833591","https://openalex.org/W4399351677","https://openalex.org/W4401110170","https://openalex.org/W6809646742","https://openalex.org/W6891997056"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2380075625","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2514427399"],"abstract_inverted_index":{"The":[0,191],"emerging":[1],"technology":[2,224],"of":[3,24,50,77,117,193,204,237,243],"Generative":[4,90],"AI":[5],"(GenAI)":[6],"and":[7,67,82,112,127,150,162,176,188,214,229,239],"its":[8],"applications":[9],"in":[10,21,47,79,121,181],"various":[11],"fields":[12],"have":[13],"opened":[14],"new":[15],"possibilities":[16],"for":[17,36,174,211],"educational":[18,155,231],"technology,":[19],"particularly":[20],"the":[22,48,74,118,142,152,167,194,218,234,241],"development":[23,49],"advanced":[25,96],"Intelligent":[26],"Tutoring":[27],"Systems":[28,129],"(ITSs)":[29],"as":[30,158,185],"there":[31],"is":[32,124,169,196],"an":[33],"increasing":[34],"need":[35],"systems":[37],"that":[38,137],"can":[39,225],"provide":[40],"personalized":[41,66,244],"learning":[42,69,110,144],"experiences.":[43,70],"Despite":[44],"significant":[45],"advancements":[46],"ITSs,":[51],"many":[52],"proposed":[53],"solutions":[54],"struggle":[55],"to":[56,59,65,101,108,171],"effectively":[57],"adapt":[58],"diverse":[60,235],"learner":[61],"profiles,":[62],"creating":[63],"barriers":[64],"adaptive":[68,163],"This":[71,131],"paper":[72,219],"explores":[73],"transformative":[75],"potential":[76],"GenAI":[78,223],"developing":[80],"ITSs":[81],"proposes":[83],"a":[84,89],"novel":[85],"ITS":[86,168],"powered":[87],"by":[88,178],"Pre-trained":[91],"Transformer":[92],"(GPT),":[93],"which":[94],"leverages":[95],"Large":[97],"Language":[98],"Models":[99],"(LLMs)":[100],"deliver":[102],"contextually":[103],"relevant":[104],"tutoring":[105],"sessions":[106],"tailored":[107,139],"individual":[109],"styles":[111],"proficiency":[113,206],"levels.":[114,190],"Key":[115],"aspects":[116],"methodology":[119],"used":[120],"this":[122],"study":[123],"prompt":[125],"engineering":[126],"Multi-Agent":[128],"(MAS).":[130],"approach":[132],"involves":[133],"crafting":[134],"specific":[135],"prompts":[136,213],"elicit":[138],"responses,":[140],"enhancing":[141],"overall":[143],"experience.":[145],"To":[146],"maintain":[147],"student":[148,182],"engagement":[149,189],"motivation,":[151],"system":[153,195],"incorporates":[154],"techniques":[156],"such":[157,184],"gamification,":[159],"interactive":[160],"simulations,":[161],"feedback":[164],"mechanisms.":[165],"Furthermore,":[166],"designed":[170],"recognize":[172],"cues":[173],"fatigue":[175],"distraction":[177],"analyzing":[179],"patterns":[180],"interactions,":[183],"response":[186],"times":[187],"effectiveness":[192],"validated":[197],"through":[198],"extensive":[199],"testing":[200],"with":[201],"AI-simulated":[202],"students":[203],"varying":[205],"levels,":[207],"providing":[208],"valuable":[209],"data":[210],"refining":[212],"improving":[215],"personalization.":[216],"Overall,":[217],"demonstrates":[220],"how":[221],"integrating":[222],"create":[226],"more":[227],"efficient":[228],"flexible":[230],"environments,":[232],"addressing":[233],"needs":[236],"learners":[238],"redefining":[240],"landscape":[242],"education.":[245]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}