{"id":"https://openalex.org/W4283380758","doi":"https://doi.org/10.37093/ijsi.928685","title":"Sosyal Medyada Duygu Analizi: COVID-19 S\u00fcrecinde 5G Alg\u0131s\u0131","display_name":"Sosyal Medyada Duygu Analizi: COVID-19 S\u00fcrecinde 5G Alg\u0131s\u0131","publication_year":2022,"publication_date":"2022-06-24","ids":{"openalex":"https://openalex.org/W4283380758","doi":"https://doi.org/10.37093/ijsi.928685"},"language":"tr","primary_location":{"id":"doi:10.37093/ijsi.928685","doi":"https://doi.org/10.37093/ijsi.928685","is_oa":true,"landing_page_url":"https://doi.org/10.37093/ijsi.928685","pdf_url":null,"source":{"id":"https://openalex.org/S4306514063","display_name":"International Journal of Social Inquiry","issn_l":"1307-8364","issn":["1307-8364","1307-9999"],"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":"International Journal of Social Inquiry","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.37093/ijsi.928685","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014487973","display_name":"El\u00e7in T\u0130MUR \u00c7AKMAK","orcid":"https://orcid.org/0000-0003-3247-6823","observed_orcids":["https://orcid.org/0000-0003-3247-6823"]},"institutions":[{"id":"https://openalex.org/I131835042","display_name":"Bursa Uluda\u011f \u00dcni\u0307versi\u0307tesi\u0307","ror":"https://ror.org/03tg3eb07","country_code":"TR","type":"education","lineage":["https://openalex.org/I131835042"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"El\u00e7in T\u0130MUR \u00c7AKMAK","raw_affiliation_strings":["Bursa Uluda\u011f \u00dcniversitesi"],"raw_orcid":"https://orcid.org/0000-0003-3247-6823","affiliations":[{"raw_affiliation_string":"Bursa Uluda\u011f \u00dcniversitesi","institution_ids":["https://openalex.org/I131835042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019628703","display_name":"Ay\u015fe O\u011fuzlar","orcid":"https://orcid.org/0000-0003-3228-9366","observed_orcids":["https://orcid.org/0000-0003-3228-9366"]},"institutions":[{"id":"https://openalex.org/I131835042","display_name":"Bursa Uluda\u011f \u00dcni\u0307versi\u0307tesi\u0307","ror":"https://ror.org/03tg3eb07","country_code":"TR","type":"education","lineage":["https://openalex.org/I131835042"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ay\u015fe O\u011eUZLAR","raw_affiliation_strings":["Bursa Uluda\u011f \u00dcniversitesi"],"raw_orcid":"https://orcid.org/0000-0003-3228-9366","affiliations":[{"raw_affiliation_string":"Bursa Uluda\u011f \u00dcniversitesi","institution_ids":["https://openalex.org/I131835042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I131835042"],"apc_list":null,"apc_paid":null,"fwci":0.0822,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.33717839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"15","issue":"1","first_page":"55","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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/T10833","display_name":"Vaccine Coverage and Hesitancy","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"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/T13979","display_name":"Communication and COVID-19 Impact","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/5g","display_name":"5G","score":0.7080000042915344},{"id":"https://openalex.org/keywords/covid-19-vaccines","display_name":"COVID-19 vaccines","score":0.8619999885559082},{"id":"https://openalex.org/keywords/public-perception","display_name":"public perception","score":0.9110000133514404},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":0.9570000171661377},{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.8930000066757202},{"id":"https://openalex.org/keywords/social-media","display_name":"social media","score":0.6980000138282776},{"id":"https://openalex.org/keywords/public-opinion","display_name":"public opinion","score":0.5410000085830688},{"id":"https://openalex.org/keywords/machine-learning-classification","display_name":"machine learning classification","score":0.6729999780654907},{"id":"https://openalex.org/keywords/naive-bayes","display_name":"naive Bayes","score":0.8650000095367432},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.7540000081062317},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.9129999876022339},{"id":"https://openalex.org/keywords/classification-and-regression-trees","display_name":"classification and regression trees","score":0.7799999713897705}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.492532342672348},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.4858853220939636},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.4591502547264099},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.2919151782989502},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22201168537139893},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11421403288841248},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.37093/ijsi.928685","doi":"https://doi.org/10.37093/ijsi.928685","is_oa":true,"landing_page_url":"https://doi.org/10.37093/ijsi.928685","pdf_url":null,"source":{"id":"https://openalex.org/S4306514063","display_name":"International Journal of Social Inquiry","issn_l":"1307-8364","issn":["1307-8364","1307-9999"],"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":"International Journal of Social Inquiry","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.org.tr:article/928685","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/ijsi/issue/71029/928685","pdf_url":"https://dergipark.org.tr/tr/pub/ijsi/issue/71029/928685","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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:b895932d-e459-496e-8953-95e809869d5b","doi":null,"is_oa":false,"landing_page_url":"https://avesis.uludag.edu.tr/publication/details/b895932d-e459-496e-8953-95e809869d5b/oai","pdf_url":null,"source":{"id":"https://openalex.org/S7407055210","display_name":"Bursa Uludag University - AVESIS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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:10.37093/ijsi.928685","doi":"https://doi.org/10.37093/ijsi.928685","is_oa":true,"landing_page_url":"https://doi.org/10.37093/ijsi.928685","pdf_url":null,"source":{"id":"https://openalex.org/S4306514063","display_name":"International Journal of Social Inquiry","issn_l":"1307-8364","issn":["1307-8364","1307-9999"],"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":"International Journal of Social Inquiry","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W94571269","https://openalex.org/W172260869","https://openalex.org/W292488259","https://openalex.org/W2153476503","https://openalex.org/W2332271625","https://openalex.org/W2811466185","https://openalex.org/W2884958072","https://openalex.org/W2949454905","https://openalex.org/W2952767732","https://openalex.org/W3001069493","https://openalex.org/W3009055959","https://openalex.org/W3016089928","https://openalex.org/W3021173516","https://openalex.org/W3049681097","https://openalex.org/W3093951335","https://openalex.org/W3104432484","https://openalex.org/W3141423122","https://openalex.org/W4213102919","https://openalex.org/W4256060553"],"related_works":["https://openalex.org/W4303478059","https://openalex.org/W4313148906","https://openalex.org/W3209181780","https://openalex.org/W3201171441","https://openalex.org/W3195723556","https://openalex.org/W3082416716","https://openalex.org/W4390449367","https://openalex.org/W3179178779","https://openalex.org/W3166619208","https://openalex.org/W3019597125"],"abstract_inverted_index":{"Bu":[0,30],"\u00e7al\u0131\u015fmada":[1],"toplum":[2],"i\u00e7in":[3,104],"f\u0131rsatlar":[4],"yaratacak":[5],"yeni":[6],"yetenekler":[7],"getirmesi":[8],"beklenen":[9],"be\u015finci":[10],"nesil":[11],"h\u00fccresel":[12],"a\u011flar":[13],"(5G)":[14],"ile":[15,27,55,70,152,158,165],"COVID-19":[16,71],"a\u015f\u0131s\u0131n\u0131n":[17],"d\u00fcnya":[18,60],"genelinde":[19,61],"insanlar":[20],"\u00fczerinde":[21],"olu\u015fturdu\u011fu":[22],"alg\u0131n\u0131n":[23],"Duygu":[24],"Analizi":[25],"y\u00f6ntemi":[26],"\u00f6l\u00e7\u00fclmesi":[28],"hedeflenmektedir.":[29],"ama\u00e7la,":[31],"yayg\u0131n":[32],"olarak":[33,86,110],"kullan\u0131lan":[34],"bir":[35],"sosyal":[36],"medya":[37],"arac\u0131":[38],"olan":[39],"Twitter\u2019dan":[40],"Ekim":[41],"\u2013":[42],"Aral\u0131k":[43],"2020":[44],"tarihleri":[45],"aras\u0131nda":[46],"25642":[47],"adet":[48],"tweet":[49],"\u00e7ekilmi\u015f":[50],"ve":[51,94,119,130,147,160],"Python":[52],"yaz\u0131l\u0131m\u0131":[53],"arac\u0131l\u0131\u011f\u0131":[54],"hesaplamalar":[56],"yap\u0131lm\u0131\u015ft\u0131r.":[57],"Buna":[58],"g\u00f6re":[59,139],"Twitter":[62],"\u00fczerinden":[63],"fikrini":[64],"beyan":[65],"eden":[66],"ki\u015filerin":[67,81],"%36,4\u2019\u00fcn\u00fcn":[68],"5G":[69],"a\u015f\u0131s\u0131":[72],"hakk\u0131nda":[73],"pozitif":[74,87],"alg\u0131ya":[75],"sahip":[76,92],"oldu\u011fu":[77],"g\u00f6r\u00fclm\u00fc\u015ft\u00fcr.":[78],"Tweet":[79],"atan":[80],"%35,6\u2019s\u0131n\u0131n":[82],"ise":[83],"konuyla":[84],"ilgili":[85],"ya":[88],"da":[89],"negatif":[90,97],"g\u00f6r\u00fc\u015fe":[91],"olmad\u0131\u011f\u0131":[93],"%28\u2019inin":[95],"de":[96],"g\u00f6r\u00fc\u015f":[98],"bildirdi\u011fi":[99],"sonucuna":[100],"var\u0131lm\u0131\u015ft\u0131r.":[101],"T\u00fcm":[102],"tweetler":[103],"genel":[105],"duygu":[106],"skoru":[107],"ortalamas\u0131":[108],"0,15":[109],"bulunmu\u015ftur.":[111],"\u00c7al\u0131\u015fmada":[112],"ayr\u0131ca":[113],"verilere":[114],"makine":[115],"\u00f6\u011frenmesi":[116],"y\u00f6ntemlerinden":[117],"S\u0131n\u0131fland\u0131rma":[118],"Regresyon":[120],"A\u011fa\u00e7lar\u0131":[121],"(CART),":[122],"Na\u00efve":[123],"Bayes":[124],"(NB),":[125],"k-En":[126],"Yak\u0131n":[127],"Kom\u015fuluk":[128],"(KNN)":[129],"Rastgele":[131],"Orman":[132],"(RF)":[133],"algoritmalar\u0131":[134,167],"uygulanm\u0131\u015ft\u0131r.":[135],"Elde":[136],"edilen":[137],"bulgulara":[138],"s\u0131n\u0131fland\u0131rmada":[140],"en":[141],"iyi":[142],"sonu\u00e7lar\u0131":[143],"0,7852":[144],"kesinlik":[145],"(P)":[146],"0,7445":[148],"do\u011fruluk":[149],"(A)":[150],"de\u011ferleri":[151],"NB;":[153],"0,8209":[154],"duyarl\u0131l\u0131k":[155],"(R)":[156],"de\u011feri":[157,164],"KNN":[159],"0,7866":[161],"F-\u00f6l\u00e7\u00fct\u00fc":[162],"(F)":[163],"RF":[166],"vermi\u015ftir.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-06-25T00:00:00"}
