{"id":"https://openalex.org/W7152544313","doi":"https://doi.org/10.1109/icecet63943.2025.11472044","title":"DiverseMind: An Integrated Framework for Children with Multi-Dimensional Challenges as Slow Learners","display_name":"DiverseMind: An Integrated Framework for Children with Multi-Dimensional Challenges as Slow Learners","publication_year":2025,"publication_date":"2025-07-03","ids":{"openalex":"https://openalex.org/W7152544313","doi":"https://doi.org/10.1109/icecet63943.2025.11472044"},"language":null,"primary_location":{"id":"doi:10.1109/icecet63943.2025.11472044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","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/A5133299898","display_name":"Heshan Jayasundara","orcid":null},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":true,"raw_author_name":"Heshan Jayasundara","raw_affiliation_strings":["Sri Lanka Institute of Information Technology,Department of Information Technology,Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Sri Lanka Institute of Information Technology,Department of Information Technology,Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133250581","display_name":"Sasrika Neewin","orcid":null},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Sasrika Neewin","raw_affiliation_strings":["Sri Lanka Institute of Information Technology,Department of Information Technology,Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Sri Lanka Institute of Information Technology,Department of Information Technology,Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133298064","display_name":"Chathura Kiriwaththuduwa","orcid":null},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Chathura Kiriwaththuduwa","raw_affiliation_strings":["Sri Lanka Institute of Information Technology,Department of Information Technology,Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Sri Lanka Institute of Information Technology,Department of Information Technology,Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rashini Herath","orcid":null},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Rashini Herath","raw_affiliation_strings":["Sri Lanka Institute of Information Technology,Department of Information Technology,Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Sri Lanka Institute of Information Technology,Department of Information Technology,Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133252001","display_name":"Jenny Krishara","orcid":null},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Jenny Krishara","raw_affiliation_strings":["Sri Lanka Institute of Information Technology,Department of Information Technology,Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Sri Lanka Institute of Information Technology,Department of Information Technology,Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133258520","display_name":"Samantha Thelijjagoda","orcid":null},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Samantha Thelijjagoda","raw_affiliation_strings":["Sri Lanka Institute of Information Technology,Department of Computer Systems Engineering,Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Sri Lanka Institute of Information Technology,Department of Computer Systems Engineering,Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5133299898"],"corresponding_institution_ids":["https://openalex.org/I192365124"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.93368863,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"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/T10589","display_name":"Early Childhood Education and Development","score":0.03420000150799751,"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"}},"topics":[{"id":"https://openalex.org/T10589","display_name":"Early Childhood Education and Development","score":0.03420000150799751,"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/T13447","display_name":"Educational and Psychological Assessments","score":0.031700000166893005,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T14007","display_name":"Indigenous and Place-Based Education","score":0.022700000554323196,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.2782000005245209},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.2782000005245209},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.2750999927520752},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.26089999079704285}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46380001306533813},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.39250001311302185},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3328999876976013},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.30149999260902405},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.29409998655319214},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.2782000005245209},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2782000005245209},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2750999927520752},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.2619999945163727},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.26089999079704285},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2581999897956848}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecet63943.2025.11472044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5903127789497375,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1992297350","https://openalex.org/W2039916307","https://openalex.org/W2099872071","https://openalex.org/W2116557292","https://openalex.org/W2122376593","https://openalex.org/W2135731410","https://openalex.org/W2513758286","https://openalex.org/W2614326520","https://openalex.org/W2729901552","https://openalex.org/W3005565077","https://openalex.org/W3022364562","https://openalex.org/W3214367129","https://openalex.org/W3215317958","https://openalex.org/W4205396007","https://openalex.org/W4206204195","https://openalex.org/W4221031177","https://openalex.org/W4312971093","https://openalex.org/W4320028558","https://openalex.org/W4328104931","https://openalex.org/W4395702940","https://openalex.org/W4402982651"],"related_works":[],"abstract_inverted_index":{"Education":[0],"systems":[1],"worldwide":[2],"struggle":[3],"to":[4,15,43,65,189,203,234],"support":[5,224],"slow":[6,69,226],"learners,":[7,25,227],"who":[8],"face":[9],"difficulties":[10],"in":[11,18,77,223],"traditional":[12],"classrooms":[13],"due":[14],"learning":[16,41,213],"challenges":[17],"writing,":[19],"mathematics,":[20],"attention,":[21],"and":[22,34,39,54,67,88,107,154,192,211,219],"memory.":[23,109],"Slow":[24],"characterized":[26],"by":[27],"an":[28,61],"Intelligence":[29],"Quotient":[30],"(IQ)":[31],"between":[32],"70":[33],"85,":[35],"require":[36],"additional":[37],"time":[38],"adaptive":[40],"methods":[42],"grasp":[44],"concepts":[45],"effectively.":[46],"However,":[47],"existing":[48],"educational":[49],"frameworks":[50],"lack":[51],"comprehensive":[52,190],"screening":[53],"targeted":[55],"interventions.":[56],"This":[57],"research":[58],"introduces":[59],"\"DiverseMind\",":[60],"integrated":[62],"framework":[63],"designed":[64],"identify":[66],"assist":[68],"learners":[70],"among":[71],"Grade":[72],"4":[73],"primary":[74],"school":[75],"children":[76],"Sri":[78],"Lanka":[79],"using":[80,148],"advanced":[81],"Machine":[82],"Learning":[83],"(ML)":[84],"algorithms,":[85],"image":[86],"processing,":[87],"multi-model":[89],"architecture.":[90],"The":[91],"system":[92,195],"evaluates":[93],"academic":[94],"abilities":[95],"through":[96,175],"four":[97],"key":[98],"assessments":[99,191],"of":[100,121,169],"writing":[101,131],"skills,":[102],"mathematical":[103,139],"proficiency,":[104],"attention":[105],"span,":[106],"short-term":[108],"A":[110],"Convolutional":[111],"Neural":[112],"Network":[113],"(CNN)":[114],"based":[115],"model,":[116],"achieving":[117,184],"a":[118,125,166,197],"training":[119,167],"accuracy":[120,168],"98%":[122,142],"combined":[123],"with":[124,141,180],"Python-based":[126],"weighted":[127],"condition":[128],"function,":[129],"classifies":[130],"accuracy,":[132],"while":[133],"Decision":[134],"Tree":[135],"(DT)":[136],"classifiers":[137],"analyze":[138],"capabilities":[140],"accuracy.":[143,186],"Attention":[144],"span":[145],"is":[146,173],"assessed":[147],"facial":[149],"landmark":[150],"detection,":[151],"gaze":[152],"tracking,":[153],"emotion":[155],"recognition,":[156],"where":[157],"the":[158,181,194,201,205,221,231],"CNN":[159],"model":[160,183],"trained":[161],"on":[162],"28,709":[163],"images":[164],"achieved":[165],"80%.":[170],"Short-term":[171],"memory":[172],"evaluated":[174],"ML":[176],"driven":[177],"cognitive":[178],"tasks,":[179],"DT":[182],"99%":[185],"In":[187],"addition":[188],"interventions,":[193],"provides":[196],"dedicated":[198],"dashboard":[199],"for":[200,225],"teachers":[202],"monitor":[204],"student":[206],"progress.":[207],"By":[208],"integrating":[209],"gamification":[210],"AI-driven":[212],"analytics,":[214],"\"DiverseMind\"":[215],"promotes":[216],"inclusive":[217],"education":[218],"bridges":[220],"gap":[222],"ensuring":[228],"they":[229],"receive":[230],"necessary":[232],"resources":[233],"reach":[235],"their":[236],"full":[237],"potential.":[238]},"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2026-04-10T00:00:00"}
