{"id":"https://openalex.org/W4416749505","doi":"https://doi.org/10.1109/access.2025.3637994","title":"Use of Game-Based Activities in Predicting the Sequential-Global Learning Dimension for Primary Schoolers","display_name":"Use of Game-Based Activities in Predicting the Sequential-Global Learning Dimension for Primary Schoolers","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416749505","doi":"https://doi.org/10.1109/access.2025.3637994"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3637994","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3637994","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3637994","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016117343","display_name":"Pumudu Fernando","orcid":"https://orcid.org/0000-0003-2049-5349"},"institutions":[{"id":"https://openalex.org/I6358929","display_name":"Informatics Institute of Technology","ror":"https://ror.org/02366kp40","country_code":"LK","type":"education","lineage":["https://openalex.org/I6358929"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Pumudu A. Fernando","raw_affiliation_strings":["School of Computing, Informatics Institute of Technology, Colombo, Sri Lanka"],"raw_orcid":"https://orcid.org/0000-0003-2049-5349","affiliations":[{"raw_affiliation_string":"School of Computing, Informatics Institute of Technology, Colombo, Sri Lanka","institution_ids":["https://openalex.org/I6358929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088191941","display_name":"H. K. Salinda Premadasa","orcid":"https://orcid.org/0000-0003-4888-6333"},"institutions":[{"id":"https://openalex.org/I908128300","display_name":"Sabaragamuwa University of Sri Lanka","ror":"https://ror.org/045vwzt11","country_code":"LK","type":"education","lineage":["https://openalex.org/I908128300"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"H. K. Salinda Premadasa","raw_affiliation_strings":["Centre for Computer Studies, Sabaragamuwa University of Sri Lanka, Belihuloya, Sri Lanka"],"raw_orcid":"https://orcid.org/0000-0003-4888-6333","affiliations":[{"raw_affiliation_string":"Centre for Computer Studies, Sabaragamuwa University of Sri Lanka, Belihuloya, Sri Lanka","institution_ids":["https://openalex.org/I908128300"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35922887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"204606","last_page":"204627"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.8809999823570251,"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"}},"topics":[{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.8809999823570251,"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/T10731","display_name":"Educational Games and Gamification","score":0.013199999928474426,"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/T13353","display_name":"Flow Experience in Various Fields","score":0.0071000000461936,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.6128000020980835},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.5690000057220459},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5437999963760376},{"id":"https://openalex.org/keywords/jigsaw","display_name":"Jigsaw","score":0.5430999994277954},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.5026999711990356},{"id":"https://openalex.org/keywords/preference-learning","display_name":"Preference learning","score":0.42669999599456787},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4025999903678894},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.39969998598098755}],"concepts":[{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.6128000020980835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5756999850273132},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.5690000057220459},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5437999963760376},{"id":"https://openalex.org/C2779405079","wikidata":"https://www.wikidata.org/wiki/Q356040","display_name":"Jigsaw","level":2,"score":0.5430999994277954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5060999989509583},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.5026999711990356},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4763999879360199},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.45890000462532043},{"id":"https://openalex.org/C181204326","wikidata":"https://www.wikidata.org/wiki/Q7239820","display_name":"Preference learning","level":3,"score":0.42669999599456787},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4025999903678894},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.39969998598098755},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.38089999556541443},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.34529998898506165},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.3255999982357025},{"id":"https://openalex.org/C2987376176","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference system","level":5,"score":0.3140000104904175},{"id":"https://openalex.org/C150681269","wikidata":"https://www.wikidata.org/wiki/Q2380771","display_name":"Cognitive style","level":3,"score":0.3003000020980835},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.29789999127388},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.29120001196861267},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.2644999921321869},{"id":"https://openalex.org/C2982948194","wikidata":"https://www.wikidata.org/wiki/Q1140363","display_name":"Game based learning","level":2,"score":0.2590999901294708}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3637994","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3637994","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:75105b093c13427d848dfb48e19c0b5f","is_oa":true,"landing_page_url":"https://doaj.org/article/75105b093c13427d848dfb48e19c0b5f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 204606-204627 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3637994","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3637994","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1197622812","https://openalex.org/W1976033392","https://openalex.org/W2097210817","https://openalex.org/W2130183563","https://openalex.org/W2162355837","https://openalex.org/W2165174009","https://openalex.org/W2408742408","https://openalex.org/W2558740022","https://openalex.org/W2743471771","https://openalex.org/W2769955637","https://openalex.org/W2788481395","https://openalex.org/W2902982967","https://openalex.org/W2922174359","https://openalex.org/W2936841552","https://openalex.org/W2950317284","https://openalex.org/W2950918484","https://openalex.org/W2958760837","https://openalex.org/W2980412918","https://openalex.org/W2981911257","https://openalex.org/W2985770790","https://openalex.org/W2998506792","https://openalex.org/W3000266571","https://openalex.org/W3005860765","https://openalex.org/W3013962269","https://openalex.org/W3028401243","https://openalex.org/W3093845505","https://openalex.org/W3114514108","https://openalex.org/W3131196446","https://openalex.org/W3135014221","https://openalex.org/W3135805175","https://openalex.org/W3146858091","https://openalex.org/W3188528399","https://openalex.org/W3196864940","https://openalex.org/W4200116008","https://openalex.org/W4213374520","https://openalex.org/W4226487961","https://openalex.org/W4245129780","https://openalex.org/W4254456324","https://openalex.org/W4281787320","https://openalex.org/W4296079389","https://openalex.org/W4310235116","https://openalex.org/W4366957373","https://openalex.org/W4367314076","https://openalex.org/W4379229661","https://openalex.org/W4379435053","https://openalex.org/W4379929350","https://openalex.org/W4381195465","https://openalex.org/W4386902819","https://openalex.org/W4387161039","https://openalex.org/W4387703407","https://openalex.org/W4389242843","https://openalex.org/W4391248906","https://openalex.org/W4396854512","https://openalex.org/W4399200458","https://openalex.org/W4399529010","https://openalex.org/W4400091306","https://openalex.org/W4400323027","https://openalex.org/W4400552461","https://openalex.org/W4401020749","https://openalex.org/W4401879841","https://openalex.org/W4401956509","https://openalex.org/W4407081508"],"related_works":[],"abstract_inverted_index":{"Modern":[0],"primary":[1,140],"school":[2,141],"students,":[3],"particularly":[4],"those":[5],"belonging":[6],"to":[7,27,71,115,212,217],"Generation":[8,240],"Alpha,":[9],"are":[10],"deeply":[11],"immersed":[12],"in":[13,66],"technology":[14],"and":[15,30,46,68,96,113,126,153,169,210],"gaming.":[16],"Personalizing":[17],"teaching":[18],"based":[19],"on":[20,57],"students\u2019":[21],"learning":[22,31,48,52,79,131,198,235],"styles":[23],"has":[24],"been":[25],"shown":[26],"enhance":[28],"motivation":[29,70],"outcomes.":[32],"The":[33,134],"Felder-Silverman":[34],"Learning":[35],"Style":[36],"Model":[37],"(FSLSM)":[38],"is":[39],"widely":[40],"recognized":[41],"as":[42,232],"effective":[43],"for":[44,61,83,130,191,239],"digital":[45],"game-based":[47,227],"environments.":[49],"However,":[50],"conventional":[51],"style":[53,80,132,199,236],"detection":[54,81,200,237],"methods":[55],"relying":[56],"questionnaires":[58],"pose":[59],"challenges":[60],"younger":[62],"learners,":[63],"including":[64],"difficulty":[65],"comprehension":[67],"low":[69],"complete":[72],"surveys.":[73],"This":[74],"study":[75,224],"proposes":[76],"an":[77,158,233],"automatic":[78],"approach":[82],"the":[84,173,192,214,218],"Sequential-Global":[85],"dimension":[86],"of":[87,124,161,204],"FSLSM":[88],"using":[89],"a":[90,93,97,187],"jigsaw":[91],"puzzle,":[92],"reading-based":[94],"game,":[95],"fuzzy":[98],"inference":[99],"system":[100],"(FIS)":[101],"that":[102,166,226],"analyzes":[103],"gameplay":[104],"parameters.":[105],"A":[106],"novel":[107],"parameter,":[108],"order":[109,167],"percentage,":[110,122],"was":[111,136],"proposed":[112,193],"validated":[114],"capture":[116],"sequential":[117],"placement":[118],"tendencies,":[119],"alongside":[120],"completion":[121,170],"number":[123],"tries,":[125],"active":[127,178],"time":[128,179],"percentage":[129,168,171,180],"prediction.":[133],"prototype":[135],"evaluated":[137],"by":[138],"72":[139],"students":[142,205],"from":[143,184,222],"three":[144],"schools.":[145],"Results":[146],"showed":[147],"strong":[148,188],"agreement":[149],"between":[150],"FIS":[151],"predictions":[152],"traditional":[154,197],"questionnaire-based":[155],"labels,":[156],"achieving":[157],"overall":[159],"accuracy":[160],"84.7%.":[162],"Ablation":[163],"analysis":[164],"revealed":[165],"were":[172],"most":[174],"influential":[175],"predictors,":[176],"while":[177],"contributed":[181],"minimally.":[182],"Feedback":[183],"post-questionnaires":[185],"indicated":[186],"student":[189],"preference":[190],"game":[194,215],"activities":[195],"over":[196],"questionnaire.":[201,219],"Over":[202],"90%":[203],"reported":[206],"greater":[207],"motivation,":[208],"engagement,":[209],"willingness":[211],"reattempt":[213],"compared":[216],"Overall,":[220],"findings":[221],"this":[223],"confirm":[225],"approaches":[228],"can":[229],"effectively":[230],"serve":[231],"automated":[234],"tool":[238],"Alpha":[241],"learners.":[242]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-11-28T00:00:00"}
