{"id":"https://openalex.org/W4401617331","doi":"https://doi.org/10.21597/jist.1505349","title":"Konu\u015fmac\u0131lar\u0131 Kad\u0131n, Erkek ve \u00c7ocuk Olarak S\u0131n\u0131fland\u0131rmada Veri Art\u0131rman\u0131n Performansa Etkisi","display_name":"Konu\u015fmac\u0131lar\u0131 Kad\u0131n, Erkek ve \u00c7ocuk Olarak S\u0131n\u0131fland\u0131rmada Veri Art\u0131rman\u0131n Performansa Etkisi","publication_year":2024,"publication_date":"2024-08-15","ids":{"openalex":"https://openalex.org/W4401617331","doi":"https://doi.org/10.21597/jist.1505349"},"language":"tr","primary_location":{"id":"doi:10.21597/jist.1505349","doi":"https://doi.org/10.21597/jist.1505349","is_oa":true,"landing_page_url":"https://doi.org/10.21597/jist.1505349","pdf_url":"https://dergipark.org.tr/tr/download/article-file/4023832","source":{"id":"https://openalex.org/S4387288959","display_name":"I\u011fd\u0131r \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","issn_l":"2536-4618","issn":["2536-4618"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"I\u011fd\u0131r \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4401617331"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dergipark.org.tr/tr/download/article-file/4023832","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060067135","display_name":"Erg\u00fcn Y\u00fccesoy","orcid":"https://orcid.org/0000-0003-1707-384X","observed_orcids":["https://orcid.org/0000-0003-1707-384X"]},"institutions":[{"id":"https://openalex.org/I64957398","display_name":"Ordu University","ror":"https://ror.org/04r0hn449","country_code":"TR","type":"education","lineage":["https://openalex.org/I64957398"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Erg\u00fcn Y\u00fccesoy","raw_affiliation_strings":["ORDU \u00dcN\u0130VERS\u0130TES\u0130"],"raw_orcid":"https://orcid.org/0000-0003-1707-384X","affiliations":[{"raw_affiliation_string":"ORDU \u00dcN\u0130VERS\u0130TES\u0130","institution_ids":["https://openalex.org/I64957398"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5060067135"],"corresponding_institution_ids":["https://openalex.org/I64957398"],"apc_list":null,"apc_paid":null,"fwci":0.1041,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.35165479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"14","issue":"3","first_page":"974","last_page":"987"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9872999787330627,"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"}},"topics":[{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9872999787330627,"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/T10860","display_name":"Speech and Audio Processing","score":0.007400000002235174,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.0010999999940395355,"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/speaker-classification","display_name":"speaker classification","score":0.7269999980926514},{"id":"https://openalex.org/keywords/gender-classification","display_name":"gender classification","score":0.6869999766349792},{"id":"https://openalex.org/keywords/data-augmentation","display_name":"data augmentation","score":0.722000002861023},{"id":"https://openalex.org/keywords/noise-injection","display_name":"noise injection","score":0.7979999780654907},{"id":"https://openalex.org/keywords/time-stretching","display_name":"time stretching","score":0.9120000004768372},{"id":"https://openalex.org/keywords/pitch-shift","display_name":"pitch shifting","score":0.6520000100135803},{"id":"https://openalex.org/keywords/deep-learning-classification","display_name":"deep learning classification","score":0.32899999618530273}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.38954541087150574},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3786349892616272},{"id":"https://openalex.org/C29456083","wikidata":"https://www.wikidata.org/wiki/Q1221899","display_name":"Gynecology","level":1,"score":0.35439229011535645},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17439737915992737}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.21597/jist.1505349","doi":"https://doi.org/10.21597/jist.1505349","is_oa":true,"landing_page_url":"https://doi.org/10.21597/jist.1505349","pdf_url":"https://dergipark.org.tr/tr/download/article-file/4023832","source":{"id":"https://openalex.org/S4387288959","display_name":"I\u011fd\u0131r \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","issn_l":"2536-4618","issn":["2536-4618"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"I\u011fd\u0131r \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.org.tr:article/1505349","doi":null,"is_oa":false,"landing_page_url":"https://dergipark.org.tr/tr/pub/jist/issue/86618/1505349","pdf_url":null,"source":{"id":"https://openalex.org/S4387288959","display_name":"I\u011fd\u0131r \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","issn_l":"2536-4618","issn":["2536-4618"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"I\u011fd\u0131r \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.21597/jist.1505349","doi":"https://doi.org/10.21597/jist.1505349","is_oa":true,"landing_page_url":"https://doi.org/10.21597/jist.1505349","pdf_url":"https://dergipark.org.tr/tr/download/article-file/4023832","source":{"id":"https://openalex.org/S4387288959","display_name":"I\u011fd\u0131r \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","issn_l":"2536-4618","issn":["2536-4618"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"I\u011fd\u0131r \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7578999996185303,"id":"https://metadata.un.org/sdg/10"},{"display_name":"Gender equality","score":0.7307999730110168,"id":"https://metadata.un.org/sdg/5"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401617331.pdf","grobid_xml":"https://content.openalex.org/works/W4401617331.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W5124490","https://openalex.org/W88923019","https://openalex.org/W168931615","https://openalex.org/W1836465849","https://openalex.org/W1996601463","https://openalex.org/W2095705004","https://openalex.org/W2100118853","https://openalex.org/W2111406701","https://openalex.org/W2139534569","https://openalex.org/W2150769028","https://openalex.org/W2412333281","https://openalex.org/W2492342376","https://openalex.org/W2809254203","https://openalex.org/W2900511962","https://openalex.org/W2905502540","https://openalex.org/W2965655638","https://openalex.org/W2973216307","https://openalex.org/W2982021472","https://openalex.org/W3008039831","https://openalex.org/W3010665394","https://openalex.org/W3084762076","https://openalex.org/W3092473883","https://openalex.org/W3114255369","https://openalex.org/W3157702387","https://openalex.org/W3181310845","https://openalex.org/W3194730353","https://openalex.org/W3195997474","https://openalex.org/W3198243518","https://openalex.org/W3206824631","https://openalex.org/W4206713267","https://openalex.org/W4226159973","https://openalex.org/W4296473128","https://openalex.org/W4313361233","https://openalex.org/W4322770670","https://openalex.org/W4362544683","https://openalex.org/W4392246968"],"related_works":["https://openalex.org/W4283721666","https://openalex.org/W3091367487","https://openalex.org/W4409803578","https://openalex.org/W4414587811","https://openalex.org/W2945339849","https://openalex.org/W7082305747","https://openalex.org/W7217302668","https://openalex.org/W7047353724","https://openalex.org/W2903072245","https://openalex.org/W4211087813"],"abstract_inverted_index":{"Derin":[0],"\u00f6\u011frenme":[1,16],"alan\u0131ndaki":[2],"geli\u015fmeler":[3],"daha":[4],"do\u011fru":[5],"s\u0131n\u0131fland\u0131r\u0131c\u0131lar\u0131n":[6],"olu\u015fturulmas\u0131na":[7],"olanak":[8],"sa\u011flam\u0131\u015ft\u0131r.":[9],"Ancak":[10],"y\u00fcksek":[11,125],"genelleme":[12],"yetene\u011fine":[13],"sahip":[14],"derin":[15],"modellerinin":[17],"olu\u015fturulabilmesi":[18],"i\u00e7in":[19],"b\u00fcy\u00fck":[20],"miktarda":[21],"etiketli":[22],"veri":[23,46,95,112,129,149],"k\u00fcmelerine":[24],"ihtiya\u00e7":[25],"duyulmaktad\u0131r.":[26],"Veri":[27],"art\u0131rma":[28,47,96,130],"bu":[29,121],"ihtiyac\u0131n":[30],"kar\u015f\u0131lanmas\u0131nda":[31],"yayg\u0131n":[32],"olarak":[33,69],"kullan\u0131lan":[34],"bir":[35,67,79],"y\u00f6ntemdir.":[36],"Bu":[37,82,136],"\u00e7al\u0131\u015fmada":[38],"konu\u015fmac\u0131lar\u0131n":[39],"ya\u015f":[40],"ve":[41,58,71,76,89,105],"cinsiyetlerine":[42],"g\u00f6re":[43],"s\u0131n\u0131fland\u0131r\u0131lmas\u0131nda":[44],"farkl\u0131":[45,98,102],"y\u00f6ntemlerinin":[48],"s\u0131n\u0131fland\u0131rma":[49,80,138],"performans\u0131":[50],"\u00fczerindeki":[51],"etkileri":[52],"ara\u015ft\u0131r\u0131lm\u0131\u015ft\u0131r.":[53],"\u00c7al\u0131\u015fmada":[54],"yeti\u015fkin":[55],"konu\u015fmac\u0131lar":[56],"erkek":[57,75],"kad\u0131n":[59],"olarak,":[60],"\u00e7ocuklar":[61],"ise":[62],"cinsiyet":[63],"ayr\u0131m\u0131":[64],"yap\u0131lmadan":[65],"tek":[66],"s\u0131n\u0131f":[68],"de\u011ferlendirilmi\u015f":[70],"toplamda":[72],"\u00fc\u00e7":[73,94,128],"(kad\u0131n,":[74],"\u00e7ocuk)":[77],"s\u0131n\u0131fl\u0131":[78],"ger\u00e7ekle\u015ftirilmi\u015ftir.":[81],"ama\u00e7":[83],"do\u011frultusunda":[84],"g\u00fcr\u00fclt\u00fc":[85],"ekleme,":[86],"zaman":[87],"uzatma":[88],"perde":[90],"kayd\u0131rma":[91],"olmak":[92],"\u00fczere":[93],"y\u00f6ntemi":[97],"kombinasyonlarda":[99],"kullan\u0131larak":[100],"yedi":[101],"model":[103,137],"olu\u015fturulmu\u015f":[104],"her":[106],"birinin":[107],"performans":[108,126,146,159],"\u00f6l\u00e7\u00fcmleri":[109],"yap\u0131lm\u0131\u015ft\u0131r.":[110],"aGender":[111],"k\u00fcmesinden":[113],"rastgele":[114],"se\u00e7ilen":[115],"5760":[116],"konu\u015fma":[117],"verisi":[118],"ile":[119,156],"geli\u015ftirilen":[120],"modeller":[122],"aras\u0131nda":[123,158],"en":[124],"art\u0131\u015f\u0131":[127,147,160],"y\u00f6nteminin":[131],"birlikte":[132],"kullan\u0131ld\u0131\u011f\u0131":[133,151],"modelle":[134],"sa\u011flanm\u0131\u015ft\u0131r.":[135,161],"do\u011frulu\u011funu":[139],"%84.583\u2019den":[140],"%":[141],"87.523\u2019e":[142],"\u00e7\u0131kararak":[143],"%3\u2019e":[144],"yak\u0131n":[145],"sa\u011flarken":[148],"art\u0131rman\u0131n":[150],"di\u011fer":[152],"modellerde":[153],"de":[154],"%1":[155],"%2.3":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2024-08-16T00:00:00"}