{"id":"https://openalex.org/W408743084","doi":null,"title":"Judging Primary School Classroom Spaces Via Artificial Neural Networks Model","display_name":"Judging Primary School Classroom Spaces Via Artificial Neural Networks Model","publication_year":2012,"publication_date":"2012-01-24","ids":{"openalex":"https://openalex.org/W408743084","mag":"408743084"},"language":"en","primary_location":{"id":"pmh:oai:dergipark.org.tr:article/97360","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/gujs/issue/7422/97360","pdf_url":"https://dergipark.org.tr/tr/pub/gujs/issue/7422/97360","source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dergipark.org.tr/tr/pub/gujs/issue/7422/97360","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074768984","display_name":"Hatice Derya Arslan","orcid":"https://orcid.org/0000-0001-7742-3405","observed_orcids":["https://orcid.org/0000-0001-7742-3405"]},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hatice Derya Arslan","raw_affiliation_strings":["Selcuk University,#R##N#Eng-Arch. Faculty,#R##N#Architecture Department#R##N#Campus Selcuklu Konya"],"raw_orcid":"https://orcid.org/0000-0001-7742-3405","affiliations":[{"raw_affiliation_string":"Selcuk University,#R##N#Eng-Arch. Faculty,#R##N#Architecture Department#R##N#Campus Selcuklu Konya","institution_ids":["https://openalex.org/I137996928"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022115380","display_name":"Murat Ceylan","orcid":"https://orcid.org/0000-0001-6503-9668","observed_orcids":["https://orcid.org/0000-0001-6503-9668"]},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Murat Ceylan","raw_affiliation_strings":["Selcuk University,#R##N#Eng-Arch. Faculty,#R##N#Electical Engineering Department#R##N#Campus Selcuklu Konya"],"raw_orcid":"https://orcid.org/0000-0001-6503-9668","affiliations":[{"raw_affiliation_string":"Selcuk University,#R##N#Eng-Arch. Faculty,#R##N#Electical Engineering Department#R##N#Campus Selcuklu Konya","institution_ids":["https://openalex.org/I137996928"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I137996928"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12950","display_name":"Educational Environments and Student Outcomes","score":0.9984999895095825,"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/T12950","display_name":"Educational Environments and Student Outcomes","score":0.9984999895095825,"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/T12496","display_name":"Color perception and design","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/classroom-space","display_name":"classroom space","score":0.6549999713897705},{"id":"https://openalex.org/keywords/primary-school-classrooms","display_name":"elementary school classrooms","score":0.8259999752044678},{"id":"https://openalex.org/keywords/student-preferences","display_name":"student preferences","score":0.5759999752044678},{"id":"https://openalex.org/keywords/spatial-perception","display_name":"spatial perception","score":0.8519999980926514},{"id":"https://openalex.org/keywords/second-grade-students","display_name":"second grade students","score":0.7059999704360962},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.6859999895095825},{"id":"https://openalex.org/keywords/sense-of-belonging","display_name":"sense of belonging","score":0.703000009059906},{"id":"https://openalex.org/keywords/classroom-safety","display_name":"classroom safety","score":0.574999988079071},{"id":"https://openalex.org/keywords/learning-environment","display_name":"learning environment","score":0.7480000257492065}],"concepts":[{"id":"https://openalex.org/C2777977315","wikidata":"https://www.wikidata.org/wiki/Q7243056","display_name":"Primary (astronomy)","level":2,"score":0.756929337978363},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5920556783676147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4577992260456085},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.44325703382492065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39665868878364563},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36749839782714844},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07575514912605286},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:dergipark.org.tr:article/97360","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/gujs/issue/7422/97360","pdf_url":"https://dergipark.org.tr/tr/pub/gujs/issue/7422/97360","source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"mag:408743084","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/gujs/issue/7422/97360","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"DergiPark (Istanbul University)","raw_type":null},{"id":"pmh:oai:dergipark.gov.tr:article/97360","doi":null,"is_oa":false,"landing_page_url":"http://dergipark.gov.tr/gujs/issue/7422/97360","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n Volume: 25, Issue: 1\\n 245-256\\n \\n","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:dergipark.org.tr:article/97360","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/gujs/issue/7422/97360","pdf_url":"https://dergipark.org.tr/tr/pub/gujs/issue/7422/97360","source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.9235000014305115}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W408743084.pdf","grobid_xml":"https://content.openalex.org/works/W408743084.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1772651054","https://openalex.org/W1854812672","https://openalex.org/W1858069335","https://openalex.org/W1978397598","https://openalex.org/W1985366412","https://openalex.org/W1988434901","https://openalex.org/W1992897439","https://openalex.org/W2003797429","https://openalex.org/W2028117997","https://openalex.org/W2044215079","https://openalex.org/W2050297026","https://openalex.org/W2068033970","https://openalex.org/W2077458446","https://openalex.org/W2078709555","https://openalex.org/W2085020917","https://openalex.org/W2093294938","https://openalex.org/W2093621578","https://openalex.org/W2102406837","https://openalex.org/W2123237392","https://openalex.org/W2124776405","https://openalex.org/W2149757970","https://openalex.org/W2480033990","https://openalex.org/W3003856406"],"related_works":["https://openalex.org/W2956038966","https://openalex.org/W2589266948","https://openalex.org/W4389448911","https://openalex.org/W4386927432","https://openalex.org/W2263554020","https://openalex.org/W4392546292","https://openalex.org/W7115166733","https://openalex.org/W2757300982","https://openalex.org/W7125757999","https://openalex.org/W2133660599"],"abstract_inverted_index":{"An":[0],"experimental":[1],"study":[2,154],"was":[3],"conducted":[4],"with":[5],"2nd":[6,147],"grade":[7,148],"students":[8,45],"at":[9],"primary":[10,26,36],"schools":[11],"in":[12,53,143,155,183],"Turkey":[13],"as":[14,121,123],"part":[15,90],"of":[16,33,51,70,91,105,146,177,185],"an":[17],"attempt":[18],"to":[19,83,137,173],"describe":[20],"the":[21,30,47,88,92,94,98,117,124,144,152,174,178],"ideal":[22,179],"classroom":[23,99,125,180],"space":[24,126],"for":[25,97],"education":[27,37],"students.":[28,43,149],"In":[29,87],"study,":[31,93],"photographs":[32],"20":[34],"different":[35],"classrooms":[38],"were":[39,56,77,81,101,130,135,170],"evaluated":[40,46,102],"by":[41,49,103,111],"189":[42],"The":[44,167],"images":[48],"means":[50,104],"surveys":[52,76],"which":[54,156],"they":[55,80],"asked":[57],"questions":[58],"on":[59],"four":[60],"concepts:":[61],"belonging,":[62],"like":[63,188],"(partiality),":[64],"learning":[65],"and":[66,79,132,160,187],"safety.":[67],"Reliability":[68],"analyses":[69],"numeric":[71,113,157],"data":[72,114,129],"obtained":[73,115],"from":[74,116],"student":[75,118],"made":[78],"subjected":[82],"various":[84],"statistical":[85],"analyses.":[86],"second":[89],"students\u2019":[95,175],"preferences":[96],"spaces":[100],"Artificial":[106,199],"Neural":[107,200],"Networks":[108],"(ANN)":[109],"method,":[110],"using":[112],"about":[119],"concepts":[120],"well":[122],"photos.":[127],"Numeric":[128],"treated":[131],"test":[133],"procedures":[134],"performed":[136],"ensure":[138],"that":[139],"ANN":[140,168],"makes":[141],"decisions":[142],"name":[145],"This":[150],"is":[151],"first":[153],"survey":[158],"results":[159,169],"photographic":[161],"characteristics":[162],"have":[163],"been":[164],"used":[165],"together.":[166],"very":[171],"similar":[172],"evaluation":[176],"space,":[181],"particularly":[182],"terms":[184],"belonging":[186],"(partiality)":[189],"concepts.":[190],"Key":[191],"Words:":[192],"Spatial":[193],"perception,":[194],"Statistical":[195],"analysis,":[196],"Classroom":[197],"design,":[198],"Networks.":[201]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2016-06-24T00:00:00"}