{"id":"https://openalex.org/W7117744518","doi":"https://doi.org/10.1007/s10791-025-09854-1","title":"Educational performance evaluation based on fuzzy evaluation model","display_name":"Educational performance evaluation based on fuzzy evaluation model","publication_year":2025,"publication_date":"2025-12-31","ids":{"openalex":"https://openalex.org/W7117744518","doi":"https://doi.org/10.1007/s10791-025-09854-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10791-025-09854-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-025-09854-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09854-1.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09854-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5121610897","display_name":"Jing Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I902764099","display_name":"SEGi University","ror":"https://ror.org/05crr5s63","country_code":"MY","type":"education","lineage":["https://openalex.org/I902764099"]},{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN","MY"],"is_corresponding":true,"raw_author_name":"Jing Hu","raw_affiliation_strings":["Faculty of Education, Language, Psychology, and Music, SEGi University, 47810, Petaling Jaya Selangor, Malaysia","Hebei Minzu Normal University, Chengde, 067000, Hebei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Education, Language, Psychology, and Music, SEGi University, 47810, Petaling Jaya Selangor, Malaysia","institution_ids":["https://openalex.org/I902764099"]},{"raw_affiliation_string":"Hebei Minzu Normal University, Chengde, 067000, Hebei, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121628251","display_name":"Haoxin Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoxin Wang","raw_affiliation_strings":["Hebei Minzu Normal University, Chengde, 067000, Hebei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei Minzu Normal University, Chengde, 067000, Hebei, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121605736","display_name":"Dajie Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dajie Ji","raw_affiliation_strings":["Hebei Minzu Normal University, Chengde, 067000, Hebei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei Minzu Normal University, Chengde, 067000, Hebei, China","institution_ids":["https://openalex.org/I94611258"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5121610897"],"corresponding_institution_ids":["https://openalex.org/I902764099","https://openalex.org/I94611258"],"apc_list":null,"apc_paid":null,"fwci":2.78,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.9400152,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"28","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.7337999939918518,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14025","display_name":"Educational Technology and Assessment","score":0.7337999939918518,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.04010000079870224,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.020800000056624413,"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/fuzzy-logic","display_name":"Fuzzy logic","score":0.6657999753952026},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.6335999965667725},{"id":"https://openalex.org/keywords/dependability","display_name":"Dependability","score":0.5659999847412109},{"id":"https://openalex.org/keywords/evaluation-methods","display_name":"Evaluation methods","score":0.5002999901771545},{"id":"https://openalex.org/keywords/educational-assessment","display_name":"Educational assessment","score":0.36500000953674316},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.3547999858856201}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6657999753952026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6657000184059143},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.6335999965667725},{"id":"https://openalex.org/C77019957","wikidata":"https://www.wikidata.org/wiki/Q2689057","display_name":"Dependability","level":2,"score":0.5659999847412109},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.5002999901771545},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4830000102519989},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45500001311302185},{"id":"https://openalex.org/C188231857","wikidata":"https://www.wikidata.org/wiki/Q2585724","display_name":"Educational assessment","level":2,"score":0.36500000953674316},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.3547999858856201},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.34549999237060547},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.33980000019073486},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31369999051094055},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2897000014781952},{"id":"https://openalex.org/C45844045","wikidata":"https://www.wikidata.org/wiki/Q861356","display_name":"Educational evaluation","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2825999855995178},{"id":"https://openalex.org/C141571065","wikidata":"https://www.wikidata.org/wiki/Q1771949","display_name":"Performance measurement","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.25200000405311584}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10791-025-09854-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-025-09854-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09854-1.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:93d0a595351044f4bcaa443d1d749a7c","is_oa":true,"landing_page_url":"https://doaj.org/article/93d0a595351044f4bcaa443d1d749a7c","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":"Discover Computing, Vol 28, Iss 1, Pp 1-28 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10791-025-09854-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-025-09854-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09854-1.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7128547430038452}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7117744518.pdf","grobid_xml":"https://content.openalex.org/works/W7117744518.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W3017498851","https://openalex.org/W3045509030","https://openalex.org/W3048335331","https://openalex.org/W3097932637","https://openalex.org/W3162508354","https://openalex.org/W3181268589","https://openalex.org/W3211117903","https://openalex.org/W4220893077","https://openalex.org/W4229036940","https://openalex.org/W4292478960","https://openalex.org/W4293767533","https://openalex.org/W4293768833","https://openalex.org/W4294192067","https://openalex.org/W4309635581","https://openalex.org/W4312536817","https://openalex.org/W4313477297","https://openalex.org/W4313887872","https://openalex.org/W4319072757","https://openalex.org/W4319993411","https://openalex.org/W4321108625","https://openalex.org/W4323338284","https://openalex.org/W4323339270","https://openalex.org/W4360615433","https://openalex.org/W4362696168","https://openalex.org/W4379259412","https://openalex.org/W4381327689","https://openalex.org/W4386093963","https://openalex.org/W4386497888","https://openalex.org/W4386742444","https://openalex.org/W4387190496","https://openalex.org/W4390617231","https://openalex.org/W4391453531","https://openalex.org/W4391453541","https://openalex.org/W4402977423","https://openalex.org/W4405135299","https://openalex.org/W4408294602","https://openalex.org/W4410275338","https://openalex.org/W4410387686","https://openalex.org/W4410926833","https://openalex.org/W4413034289"],"related_works":[],"abstract_inverted_index":{"High":[0],"school":[1],"students\u2019":[2,175],"educational":[3,179],"achievement":[4],"must":[5],"be":[6],"assessed":[7],"by":[8],"considering":[9],"a":[10,19,58,100,110,127,141,153,186],"range":[11],"of":[12,40,69,95,105],"theoretical":[13],"and":[14,67,88,90,102,108,140,169,189],"practical":[15],"tests":[16],"administered":[17],"throughout":[18],"semester.":[20],"In":[21],"addition":[22],"to":[23,26,63,117,121],"being":[24],"susceptible":[25],"subjective":[27],"bias":[28],"or":[29,47],"inconsistent":[30],"grading":[31],"standards,":[32],"traditional":[33,122],"assessment":[34,104,123,180],"systems":[35],"frequently":[36],"miss":[37],"the":[38,65,77,92,182],"subtleties":[39],"performance":[41,71,86],"changes,":[42],"such":[43],"as":[44],"abrupt":[45],"increases":[46],"decreases.":[48],"Based":[49],"on":[50],"Type-2":[51],"Fuzzy":[52],"(T2F)":[53],"sets,":[54],"this":[55,157],"work":[56],"presents":[57],"Balanced":[59],"Evaluation":[60],"Model":[61],"(BEM)":[62],"improve":[64],"precision":[66],"dependability":[68],"student":[70],"evaluation.":[72],"At":[73],"fuzzy":[74],"level":[75],"2,":[76],"suggested":[78,183],"model":[79],"separates":[80],"imbalanced":[81],"evaluation":[82,138,146,155],"inputs,":[83],"distinguishes":[84],"between":[85],"improvements":[87],"falls,":[89],"pinpoints":[91],"underlying":[93],"causes":[94],"these":[96],"changes.":[97],"To":[98],"ensure":[99],"fair":[101],"open":[103],"subjects,":[106],"students,":[107,133],"tests,":[109],"final":[111],"optimization":[112],"phase":[113],"is":[114,126,159],"implemented.":[115],"According":[116],"experimental":[118],"results,":[119],"compared":[120],"methods,":[124],"there":[125],"13.06%":[128],"improvement":[129],"in":[130,137,144,161],"identifying":[131],"high-performance":[132],"an":[134],"11.14%":[135],"reduction":[136],"errors,":[139],"7.14%":[142],"decrease":[143],"average":[145],"time.":[147],"By":[148],"combining":[149],"T2F":[150],"theory":[151],"with":[152],"multi-examination":[154],"framework,":[156],"study":[158],"new":[160],"that":[162],"it":[163],"improves":[164],"fairness,":[165],"better":[166],"manages":[167],"uncertainty,":[168],"offers":[170],"more":[171],"insightful":[172],"suggestions":[173],"for":[174],"growth.":[176],"For":[177],"complex":[178],"situations,":[181],"method":[184],"provides":[185],"reliable,":[187],"open,":[188],"adaptable":[190],"solution.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-12-31T00:00:00"}