{"id":"https://openalex.org/W7116834889","doi":"https://doi.org/10.1109/isc266238.2025.11293322","title":"Intellectus: An AI Model to Enhance Student Cognitive Performance, Increase Knowledge Acquisition, Boost Academic Integrity and Mitigate AI Over-Reliance in Education","display_name":"Intellectus: An AI Model to Enhance Student Cognitive Performance, Increase Knowledge Acquisition, Boost Academic Integrity and Mitigate AI Over-Reliance in Education","publication_year":2025,"publication_date":"2025-10-06","ids":{"openalex":"https://openalex.org/W7116834889","doi":"https://doi.org/10.1109/isc266238.2025.11293322"},"language":null,"primary_location":{"id":"doi:10.1109/isc266238.2025.11293322","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isc266238.2025.11293322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Smart Cities Conference (ISC2)","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/A5121037308","display_name":"Afrin Fathima Razvi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144355","display_name":"Middlesex University Dubai","ror":"https://ror.org/04r2x0j90","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210144355"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Afrin Fathima Razvi","raw_affiliation_strings":["Middlesex University Dubai,Department of Computer Engineering and Informatics,Dubai,United Arab Emirates"],"raw_orcid":"https://orcid.org/0009-0003-4240-3174","affiliations":[{"raw_affiliation_string":"Middlesex University Dubai,Department of Computer Engineering and Informatics,Dubai,United Arab Emirates","institution_ids":["https://openalex.org/I4210144355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059287354","display_name":"Engie Bashir","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144355","display_name":"Middlesex University Dubai","ror":"https://ror.org/04r2x0j90","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210144355"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Engie Bashir","raw_affiliation_strings":["Middlesex University Dubai,Department of Computer Engineering and Informatics,Dubai,United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-2135-6108","affiliations":[{"raw_affiliation_string":"Middlesex University Dubai,Department of Computer Engineering and Informatics,Dubai,United Arab Emirates","institution_ids":["https://openalex.org/I4210144355"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5121037308"],"corresponding_institution_ids":["https://openalex.org/I4210144355"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.57119662,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.5006999969482422,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.5006999969482422,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.07349999994039536,"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/T11122","display_name":"Online Learning and Analytics","score":0.041600000113248825,"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/cognition","display_name":"Cognition","score":0.5947999954223633},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"Knowledge acquisition","score":0.43869999051094055},{"id":"https://openalex.org/keywords/academic-integrity","display_name":"Academic integrity","score":0.4293999969959259},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.3693999946117401},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.36629998683929443},{"id":"https://openalex.org/keywords/dreyfus-model-of-skill-acquisition","display_name":"Dreyfus model of skill acquisition","score":0.36329999566078186},{"id":"https://openalex.org/keywords/grounded-theory","display_name":"Grounded theory","score":0.35440000891685486},{"id":"https://openalex.org/keywords/cognitive-load","display_name":"Cognitive load","score":0.3499999940395355}],"concepts":[{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5947999954223633},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4984000027179718},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.43869999051094055},{"id":"https://openalex.org/C2779390046","wikidata":"https://www.wikidata.org/wiki/Q4671278","display_name":"Academic integrity","level":2,"score":0.4293999969959259},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4002000093460083},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3912999927997589},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.3693999946117401},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.36629998683929443},{"id":"https://openalex.org/C132758656","wikidata":"https://www.wikidata.org/wiki/Q5307365","display_name":"Dreyfus model of skill acquisition","level":2,"score":0.36329999566078186},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.35440000891685486},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.3499999940395355},{"id":"https://openalex.org/C134290984","wikidata":"https://www.wikidata.org/wiki/Q5141241","display_name":"Cognitive skill","level":3,"score":0.3449000120162964},{"id":"https://openalex.org/C2801541","wikidata":"https://www.wikidata.org/wiki/Q839475","display_name":"Socratic method","level":2,"score":0.33970001339912415},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3149000108242035},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.3100000023841858},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.29510000348091125},{"id":"https://openalex.org/C133112747","wikidata":"https://www.wikidata.org/wiki/Q7251931","display_name":"Protocol analysis","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28529998660087585},{"id":"https://openalex.org/C2776291881","wikidata":"https://www.wikidata.org/wiki/Q6423378","display_name":"Knowledge level","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.2597000002861023},{"id":"https://openalex.org/C2776603611","wikidata":"https://www.wikidata.org/wiki/Q1348417","display_name":"Academic dishonesty","level":3,"score":0.25619998574256897},{"id":"https://openalex.org/C140441792","wikidata":"https://www.wikidata.org/wiki/Q2910672","display_name":"Cognitive development","level":3,"score":0.25529998540878296},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.2522999942302704},{"id":"https://openalex.org/C150681269","wikidata":"https://www.wikidata.org/wiki/Q2380771","display_name":"Cognitive style","level":3,"score":0.25220000743865967},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.2513999938964844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isc266238.2025.11293322","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isc266238.2025.11293322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Smart Cities Conference (ISC2)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8411293029785156,"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":23,"referenced_works":["https://openalex.org/W1926849645","https://openalex.org/W1998953386","https://openalex.org/W2061974820","https://openalex.org/W2218801694","https://openalex.org/W2806375370","https://openalex.org/W2966192018","https://openalex.org/W4243906228","https://openalex.org/W4302320443","https://openalex.org/W4319440682","https://openalex.org/W4321605350","https://openalex.org/W4324046518","https://openalex.org/W4360793310","https://openalex.org/W4381546750","https://openalex.org/W4384464487","https://openalex.org/W4386932485","https://openalex.org/W4387812225","https://openalex.org/W4389524317","https://openalex.org/W4390099336","https://openalex.org/W4391433987","https://openalex.org/W4399049946","https://openalex.org/W4399790131","https://openalex.org/W4403600291","https://openalex.org/W4406943817"],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1],"presents":[2],"Intellectus,":[3],"a":[4,48,56,64,96],"fine-tuned":[5],"large":[6],"language":[7],"model":[8],"(LLM)":[9],"designed":[10],"to":[11,27,93,111],"enhance":[12],"student":[13,68],"cognitive":[14,87],"performance,":[15],"boost":[16],"knowledge":[17],"acquisition":[18],"and":[19,43,53,72,115,118],"mitigate":[20],"AI":[21,29],"over-reliance":[22],"in":[23,55,99],"education.":[24],"In":[25],"contrast":[26],"traditional":[28],"tools":[30],"that":[31],"provide":[32],"direct":[33],"answers,":[34],"Intellectus":[35,60,91],"engages":[36],"learners":[37],"through":[38,63],"Socratic":[39],"questioning,":[40],"adaptive":[41],"scaffolding,":[42],"structured":[44],"prompting.":[45],"Developed":[46],"using":[47,90],"no-code":[49],"Custom":[50],"GPT":[51],"approach":[52],"grounded":[54],"systematic":[57],"literature":[58],"review,":[59],"was":[61],"evaluated":[62],"triangulated":[65],"methodology":[66],"combining":[67],"self-assessments,":[69],"expert":[70],"ratings,":[71],"plagiarism":[73,100],"analysis.":[74],"A/B":[75],"testing":[76],"with":[77],"twelve":[78],"university":[79],"students":[80],"showed":[81],"significant":[82],"gains":[83],"across":[84,123],"ten":[85],"higher-order":[86],"skills":[88],"when":[89],"compared":[92],"ChatGPT,":[94],"alongside":[95],"dramatic":[97],"reduction":[98],"rates.":[101],"Expert":[102],"evaluations":[103],"further":[104],"validated":[105],"these":[106],"findings,":[107],"confirming":[108],"Intellectus'":[109],"ability":[110],"promote":[112],"deeper":[113],"thinking":[114],"academic":[116],"integrity,":[117],"T-testing":[119],"proved":[120],"statistical":[121],"significance":[122],"domains.":[124]},"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-12-23T00:00:00"}
