{"id":"https://openalex.org/W3094890894","doi":"https://doi.org/10.17671/gazibtd.714447","title":"Do\u011fal Dil \u0130\u015fleme Teknikleri Kullan\u0131larak Disiplinler Aras\u0131 Lisans\u00fcst\u00fc Ders \u0130\u00e7eri\u011fi Haz\u0131rlanmas\u0131","display_name":"Do\u011fal Dil \u0130\u015fleme Teknikleri Kullan\u0131larak Disiplinler Aras\u0131 Lisans\u00fcst\u00fc Ders \u0130\u00e7eri\u011fi Haz\u0131rlanmas\u0131","publication_year":2020,"publication_date":"2020-10-30","ids":{"openalex":"https://openalex.org/W3094890894","doi":"https://doi.org/10.17671/gazibtd.714447","mag":"3094890894"},"language":"tr","primary_location":{"id":"doi:10.17671/gazibtd.714447","doi":"https://doi.org/10.17671/gazibtd.714447","is_oa":true,"landing_page_url":"https://doi.org/10.17671/gazibtd.714447","pdf_url":"https://dergipark.org.tr/tr/download/article-file/1036257","source":{"id":"https://openalex.org/S2764944911","display_name":"Bili\u015fim Teknolojileri Dergisi","issn_l":"1307-9697","issn":["1307-9697","2147-0715"],"is_oa":true,"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":"Bili\u015fim Teknolojileri Dergisi","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://dergipark.org.tr/tr/download/article-file/1036257","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048225327","display_name":"Ahmet Albayrak","orcid":"https://orcid.org/0000-0002-2166-1102","observed_orcids":["https://orcid.org/0000-0002-2166-1102","https://orcid.org/0000-0003-3884-3313"]},"institutions":[{"id":"https://openalex.org/I54001450","display_name":"D\u00fczce \u00dcniversitesi","ror":"https://ror.org/04175wc52","country_code":"TR","type":"education","lineage":["https://openalex.org/I54001450"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ahmet ALBAYRAK","raw_affiliation_strings":["D\u00dcZCE \u00dcN\u0130VERS\u0130TES\u0130, TEKNOLOJ\u0130 FAK\u00dcLTES\u0130"],"raw_orcid":"https://orcid.org/0000-0002-2166-1102","affiliations":[{"raw_affiliation_string":"D\u00dcZCE \u00dcN\u0130VERS\u0130TES\u0130, TEKNOLOJ\u0130 FAK\u00dcLTES\u0130","institution_ids":["https://openalex.org/I54001450"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5048225327"],"corresponding_institution_ids":["https://openalex.org/I54001450"],"apc_list":null,"apc_paid":null,"fwci":3.5592,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.94949174,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"13","issue":"4","first_page":"373","last_page":"383"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.46070000529289246,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.46070000529289246,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T11122","display_name":"Online Learning and Analytics","score":0.17159999907016754,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.15929999947547913,"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/data-science-education","display_name":"data science education","score":0.6510000228881836},{"id":"https://openalex.org/keywords/course-content-development","display_name":"course content development","score":0.6240000128746033},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"natural language processing","score":0.6600000262260437},{"id":"https://openalex.org/keywords/topic-detection","display_name":"topic extraction","score":0.4269999861717224},{"id":"https://openalex.org/keywords/word-frequency-analysis","display_name":"word frequency analysis","score":0.7760000228881836},{"id":"https://openalex.org/keywords/data-mining","display_name":"data mining","score":0.3310000002384186}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3794819116592407},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.32573771476745605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3217681646347046},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.2156876027584076}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.17671/gazibtd.714447","doi":"https://doi.org/10.17671/gazibtd.714447","is_oa":true,"landing_page_url":"https://doi.org/10.17671/gazibtd.714447","pdf_url":"https://dergipark.org.tr/tr/download/article-file/1036257","source":{"id":"https://openalex.org/S2764944911","display_name":"Bili\u015fim Teknolojileri Dergisi","issn_l":"1307-9697","issn":["1307-9697","2147-0715"],"is_oa":true,"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":"Bili\u015fim Teknolojileri Dergisi","raw_type":"journal-article"},{"id":"pmh:oai:acikerisim.duzce.edu.tr:20.500.12684/12108","doi":null,"is_oa":true,"landing_page_url":"https://search.trdizin.gov.tr/yayin/detay/491781","pdf_url":"https://acikerisim.duzce.edu.tr/bitstreams/37a60e5d-57a8-4298-879f-0fb781a14f0e/download","source":{"id":"https://openalex.org/S4377196355","display_name":"DSpace - D\u00fczce (Duzce University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I54001450","host_organization_name":"D\u00fczce \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I54001450"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:dergipark.org.tr:article/714447","doi":null,"is_oa":false,"landing_page_url":"https://dergipark.org.tr/tr/pub/gazibtd/issue/57610/714447","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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.17671/gazibtd.714447","doi":"https://doi.org/10.17671/gazibtd.714447","is_oa":true,"landing_page_url":"https://doi.org/10.17671/gazibtd.714447","pdf_url":"https://dergipark.org.tr/tr/download/article-file/1036257","source":{"id":"https://openalex.org/S2764944911","display_name":"Bili\u015fim Teknolojileri Dergisi","issn_l":"1307-9697","issn":["1307-9697","2147-0715"],"is_oa":true,"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":"Bili\u015fim Teknolojileri Dergisi","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.7567999958992004}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3094890894.pdf","grobid_xml":"https://content.openalex.org/works/W3094890894.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2019880039","https://openalex.org/W2116497483","https://openalex.org/W2174664889","https://openalex.org/W2180345992","https://openalex.org/W2743665309","https://openalex.org/W2753433691","https://openalex.org/W2757656223","https://openalex.org/W2804344463","https://openalex.org/W2886074490","https://openalex.org/W2893123663","https://openalex.org/W2901489498","https://openalex.org/W2965090413","https://openalex.org/W2965118370","https://openalex.org/W2973131549","https://openalex.org/W2981868774","https://openalex.org/W3008259327","https://openalex.org/W3121961986","https://openalex.org/W3176543684","https://openalex.org/W4232934251"],"related_works":["https://openalex.org/W2607283682","https://openalex.org/W3138298125","https://openalex.org/W7132578640","https://openalex.org/W7151705519","https://openalex.org/W4313344100","https://openalex.org/W7015834825","https://openalex.org/W2948634591","https://openalex.org/W7131944291","https://openalex.org/W7132271583","https://openalex.org/W4221066615"],"abstract_inverted_index":{"Bu":[0,129],"\u00e7al\u0131\u015fmada":[1,130],"lisans\u00fcst\u00fc":[2],"seviyede":[3],"a\u00e7\u0131lan":[4],"d\u00fc\u015f\u00fcn\u00fclen":[5],"disiplinler":[6,38],"aras\u0131":[7,39],"bir":[8,40,44,60,77],"dersin":[9],"i\u00e7eri\u011finin":[10,82],"haz\u0131rlanmas\u0131":[11],"i\u00e7in":[12],"veri":[13,84,110,133,137,139,150],"madencili\u011fi":[14],"tekniklerinden":[15],"do\u011fal":[16,119],"dil":[17,120,163],"i\u015fleme":[18,121,164],"y\u00f6ntemleri":[19],"kullan\u0131lm\u0131\u015ft\u0131r.":[20,87,112,170],"Lisans\u00fcst\u00fc":[21],"ders,":[22],"Veri":[23,29,50,68],"Bilimi":[24,69],"ve":[25,33,55,70,103,116],"Uygulamalar\u0131":[26,71],"ad\u0131n\u0131":[27],"ta\u015f\u0131maktad\u0131r.":[28],"bilimi":[30,51],"temelde":[31],"istatistik":[32],"bilgisayar":[34],"bilimlerini":[35],"i\u00e7ine":[36],"alan":[37],"kavramd\u0131r.":[41],"Dersin":[42],"benzer":[43],"ad":[45],"ile":[46,123,178],"literat\u00fcrde":[47],"yeri":[48],"yoktur.":[49],"yakla\u015f\u0131m\u0131":[52],"veriyi":[53],"\u00f6ncelikleyen":[54],"olduk\u00e7a":[56],"fazla":[57],"alanda":[58],"uygulanan":[59],"yakla\u015f\u0131md\u0131r.":[61],"Uygulama":[62],"alan\u0131":[63],"\u00e7ok":[64],"geni\u015f":[65],"oldu\u011fundan":[66,175],"derse":[67],"ad\u0131":[72],"verilmi\u015ftir.":[73],"IEEE\u2019nin":[74],"y\u0131llard\u0131r":[75],"d\u00fczenledi\u011fi":[76],"konferansta":[78],"bas\u0131lan":[79],"bildiriler":[80,109],"ders":[81,126],"belirlenmesinde":[83],"seti":[85,134,151],"olarak":[86,132],"Data":[88],"Science":[89],"and":[90],"Advanced":[91],"Analytics":[92],"ad\u0131ndaki":[93],"konferans\u0131n":[94],"bu":[95],"y\u0131l":[96],"7.":[97],"si":[98],"d\u00fczenlenecektir.":[99],"2015,":[100],"2016,":[101],"2017":[102],"2018":[104],"y\u0131llar\u0131nda":[105],"konferansa":[106],"kabul":[107],"edilen":[108],"setinde":[111],"Bildirilerin":[113],"ba\u015fl\u0131k":[114],"k\u0131s\u0131mlar\u0131":[115],"anahtar":[117],"kelimeler":[118],"teknikleri":[122],"analiz":[124],"edilerek":[125],"i\u00e7eri\u011fi":[127],"belirlenmi\u015ftir.":[128,182],"ilk":[131,158],"haz\u0131rland\u0131ktan":[135],"sonra,":[136],"\u00fczerinde":[138],"temizleme":[140],"i\u015flemi":[141],"yap\u0131lm\u0131\u015f":[142],"ard\u0131ndan":[143],"bildiri":[144],"ba\u015fl\u0131klar\u0131":[145,181],"s\u00f6zc\u00fcklere":[146],"ayr\u0131lm\u0131\u015ft\u0131r.":[147],"S\u00f6zc\u00fcklere":[148],"ayr\u0131lan":[149],"i\u00e7inde":[152],"s\u00f6zc\u00fcklerin":[153],"frekanslar\u0131":[154],"bulunarak":[155],"frekansa":[156],"g\u00f6re":[157],"yirmi":[159],"s\u00f6zc\u00fck":[160,173],"se\u00e7ilmi\u015ftir.":[161],"Do\u011fal":[162],"s\u00fcrecinde":[165],"Apache":[166],"Spark":[167],"NTK":[168],"paketi":[169],"Se\u00e7ilen":[171],"20":[172],"atomik":[174],"t\u00fcmevar\u0131m":[176],"y\u00f6ntemi":[177],"ana":[179],"konu":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2020-11-09T00:00:00"}