{"id":"https://openalex.org/W4387081029","doi":"https://doi.org/10.32591/coas.ojer.0701.05053k","title":"Standard Setting with Artificial Neural Networks: TIMSS 2015 Mathematics Case","display_name":"Standard Setting with Artificial Neural Networks: TIMSS 2015 Mathematics Case","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4387081029","doi":"https://doi.org/10.32591/coas.ojer.0701.05053k"},"language":"en","primary_location":{"id":"doi:10.32591/coas.ojer.0701.05053k","doi":"https://doi.org/10.32591/coas.ojer.0701.05053k","is_oa":true,"landing_page_url":"https://doi.org/10.32591/coas.ojer.0701.05053k","pdf_url":"http://centerprode.com/ojer/ojer0701/coas.ojer.0701.05053k.pdf","source":{"id":"https://openalex.org/S4210231782","display_name":"Open Journal for Educational Research","issn_l":"2560-5313","issn":["2560-5313"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Journal for Educational Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://centerprode.com/ojer/ojer0701/coas.ojer.0701.05053k.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073396336","display_name":"Mahmut Sami KOYUNCU","orcid":"https://orcid.org/0000-0002-6651-4851","observed_orcids":["https://orcid.org/0000-0002-6651-4851"]},"institutions":[{"id":"https://openalex.org/I52407163","display_name":"Afyon Kocatepe University","ror":"https://ror.org/03a1crh56","country_code":"TR","type":"education","lineage":["https://openalex.org/I52407163"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Mahmut Sami Koyuncu","raw_affiliation_strings":["Afyon Kocatepe University , Faculty of Education , Afyonkarahisar , TURKEY","Kocatepe University, Faculty of Education, Afyonkarahisar, TURKEY"],"raw_orcid":"https://orcid.org/0000-0002-1670-4083","affiliations":[{"raw_affiliation_string":"Afyon Kocatepe University , Faculty of Education , Afyonkarahisar , TURKEY","institution_ids":["https://openalex.org/I52407163"]},{"raw_affiliation_string":"Kocatepe University, Faculty of Education, Afyonkarahisar, TURKEY","institution_ids":["https://openalex.org/I52407163"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5073396336"],"corresponding_institution_ids":["https://openalex.org/I52407163"],"apc_list":null,"apc_paid":null,"fwci":0.1479,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46574937,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"7","issue":"1","first_page":"53","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.302700012922287,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.302700012922287,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":0.133200004696846,"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/T14025","display_name":"Educational Technology and Assessment","score":0.11590000241994858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/standard-setting","display_name":"standard setting","score":0.9789999723434448},{"id":"https://openalex.org/keywords/cutoff-values","display_name":"cut-off values","score":0.7429999709129333},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9819999933242798},{"id":"https://openalex.org/keywords/timss-2015","display_name":"TIMSS 2015","score":0.984000027179718},{"id":"https://openalex.org/keywords/mathematics-achievement-test","display_name":"mathematics achievement test","score":0.7860000133514404},{"id":"https://openalex.org/keywords/pass-fail-classification","display_name":"pass/fail classification","score":0.7850000262260437},{"id":"https://openalex.org/keywords/international-benchmarks","display_name":"international benchmarks","score":0.5370000004768372},{"id":"https://openalex.org/keywords/eighth-grade-mathematics","display_name":"eighth grade mathematics","score":0.5410000085830688}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6262067556381226},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6027249097824097},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5561248660087585},{"id":"https://openalex.org/C81369262","wikidata":"https://www.wikidata.org/wiki/Q6165531","display_name":"Achievement test","level":3,"score":0.5356831550598145},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5301809310913086},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5131331086158752},{"id":"https://openalex.org/C98347192","wikidata":"https://www.wikidata.org/wiki/Q7705804","display_name":"Test score","level":3,"score":0.48047107458114624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39931949973106384},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3584918975830078},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3520423173904419},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2542501389980316},{"id":"https://openalex.org/C203151758","wikidata":"https://www.wikidata.org/wiki/Q3244907","display_name":"Standardized test","level":2,"score":0.17484012246131897},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.12094858288764954},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09193411469459534},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32591/coas.ojer.0701.05053k","doi":"https://doi.org/10.32591/coas.ojer.0701.05053k","is_oa":true,"landing_page_url":"https://doi.org/10.32591/coas.ojer.0701.05053k","pdf_url":"http://centerprode.com/ojer/ojer0701/coas.ojer.0701.05053k.pdf","source":{"id":"https://openalex.org/S4210231782","display_name":"Open Journal for Educational Research","issn_l":"2560-5313","issn":["2560-5313"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Journal for Educational Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32591/coas.ojer.0701.05053k","doi":"https://doi.org/10.32591/coas.ojer.0701.05053k","is_oa":true,"landing_page_url":"https://doi.org/10.32591/coas.ojer.0701.05053k","pdf_url":"http://centerprode.com/ojer/ojer0701/coas.ojer.0701.05053k.pdf","source":{"id":"https://openalex.org/S4210231782","display_name":"Open Journal for Educational Research","issn_l":"2560-5313","issn":["2560-5313"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Journal for Educational Research","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.4156000018119812,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387081029.pdf","grobid_xml":"https://content.openalex.org/works/W4387081029.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1999905715","https://openalex.org/W2012104400","https://openalex.org/W2023942624","https://openalex.org/W2124776405","https://openalex.org/W2733864515","https://openalex.org/W4402438554","https://openalex.org/W6637308636","https://openalex.org/W6740967569"],"related_works":["https://openalex.org/W2390041707","https://openalex.org/W2393776293","https://openalex.org/W4313329081","https://openalex.org/W7098030254","https://openalex.org/W27682185","https://openalex.org/W1520924246","https://openalex.org/W2884336119","https://openalex.org/W2789375724","https://openalex.org/W2921134512","https://openalex.org/W7100449220"],"abstract_inverted_index":{"This":[0],"study":[1],"aims":[2],"to":[3,8,13,16,60,90,127,199,267,295,302,307],"demonstrate":[4],"the":[5,10,18,29,37,42,47,52,62,66,73,80,92,96,103,108,120,122,131,134,139,157,169,173,182,186,203,206,210,218,239,243,253,257,261,274,277,282,297,304,311,314,319,323,329],"optimal":[6],"way":[7],"determine":[9,61,91,303],"cut-off":[11,63,93,125,170,197,240,305],"score":[12,64,94,126,171,198,241,306],"be":[14,128,200,268,308],"used":[15,59,89,129,201,309],"interpret":[17],"total":[19,135,315,324],"scores":[20,136,207,316,326],"obtained":[21,137,208,317,327],"from":[22,102,138,209,318,328],"an":[23],"achievement":[24,67,320],"test":[25,321],"or":[26,322],"scale":[27,263,325],"using":[28,252],"Artificial":[30,158,298],"Neural":[31,159,299],"Networks":[32,300],"method.":[33,162],"To":[34],"this":[35],"end,":[36],"multiple-choice":[38],"item":[39,70],"responses":[40,71],"in":[41,51,72,79,112,217,260,310],"Booklet-11":[43,145],"Mathematics":[44,77,85,146,214],"subtest":[45,147],"at":[46],"8th":[48,83,142,221],"grade":[49,84,143,222],"level":[50,144,165,184,235],"TIMSS":[53,81,104,140,187,219],"2015":[54,82,141,220],"Turkey":[55],"sample":[56],"dataset":[57],"were":[58,88,100,110],"for":[65,95,130,202],"test.":[68],"The":[69,98,163,194,233,270],"\u201cStudents":[74],"Like":[75,212],"Learning":[76,213],"Scale\u201d":[78],"Student":[86],"Questionnaire":[87],"scale.":[97],"data":[99,109],"accessed":[101],"international":[105],"database":[106],"and":[107,172,242],"analyzed":[111],"MATLAB":[113],"R2017b":[114],"software.":[115],"As":[116,289],"a":[117,290],"result":[118],"of":[119,133,153,166,185,205,230,236,245,276,313],"study,":[121],"most":[123,195],"appropriate":[124,196],"evaluation":[132,204],"was":[148,190,225,265,287],"determined":[149,191,226],"as":[150,192,227],"45.5":[151],"out":[152,229],"0-100":[154],"points":[155],"with":[156,281],"Network":[160],"analysis":[161],"overall":[164,234],"agreement":[167,237],"between":[168,238],"pass/fail":[174],"classification":[175,244],"based":[176,255],"on":[177,256],"400":[178],"points,":[179],"which":[180],"is":[181],"lowest":[183],"International":[188],"Benchmark,":[189],"81%.":[193],"Students":[211],"Scale":[215],"(SLLSS)":[216],"student":[223],"survey":[224],"19.6":[228],"9-36":[231],"points.":[232],"students":[246],"who":[247],"like/don\u2019t":[248],"like":[249],"learning":[250],"mathematics":[251],"criterion":[254],"expression":[258],"given":[259],"original":[262],"description":[264],"found":[266],"83%.":[269],"results":[271],"concluded":[272],"that":[273],"validity":[275],"standard-setting":[278],"studies":[279],"conducted":[280],"artificial":[283],"neural":[284],"network":[285],"method":[286,301],"high.":[288],"result,":[291],"researchers":[292],"are":[293],"recommended":[294],"use":[296],"interpretation":[312],"scales.":[330]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-09-28T00:00:00"}
