{"id":"https://openalex.org/W7204633970","doi":"https://doi.org/10.37609/akya.2559.c10473","title":"Kovid-19 Pandemi S\u00fcreci Alt\u0131nda Brent Ham Petrol Fiyatlar\u0131n\u0131n \u00d6ng\u00f6r\u00fclmesi: Ko\u015fullu Lstm Modeli","display_name":"Kovid-19 Pandemi S\u00fcreci Alt\u0131nda Brent Ham Petrol Fiyatlar\u0131n\u0131n \u00d6ng\u00f6r\u00fclmesi: Ko\u015fullu Lstm Modeli","publication_year":2023,"publication_date":"2023-04-11","ids":{"openalex":"https://openalex.org/W7204633970","doi":"https://doi.org/10.37609/akya.2559.c10473"},"language":"tr","primary_location":{"id":"doi:10.37609/akya.2559.c10473","doi":"https://doi.org/10.37609/akya.2559.c10473","is_oa":false,"landing_page_url":"https://doi.org/10.37609/akya.2559.c10473","pdf_url":null,"source":{"id":"https://openalex.org/S7407089364","display_name":"Akademisyen Kitabevi eBooks","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":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ekonomi ve Y\u00f6netim Bilimlerinde G\u00fcncel Akademik Ara\u015ft\u0131rmalar II","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4364857508","display_name":"Ekonomi ve Y\u00f6netim Bilimlerinde G\u00fcncel Akademik Ara\u015ft\u0131rmalar II"},"type":"book-chapter","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090796783","display_name":"Ayg\u00fcl Anavatan","orcid":"https://orcid.org/0000-0003-0130-9555","observed_orcids":["https://orcid.org/0000-0003-0130-9555"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ayg\u00fcl Anavatan","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0130-9555","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5090796783"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"11","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9800000190734863,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9800000190734863,"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/T11059","display_name":"Market Dynamics and Volatility","score":0.01720000058412552,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.0017999999690800905,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/brent-crude-oil-prices","display_name":"Brent crude oil prices","score":0.9300000071525574},{"id":"https://openalex.org/keywords/covid-19","display_name":"COVID-19 pandemic","score":0.8230000138282776},{"id":"https://openalex.org/keywords/oil-price-forecasting","display_name":"oil price forecasting","score":0.8460000157356262},{"id":"https://openalex.org/keywords/arima","display_name":"ARIMA","score":0.7850000262260437},{"id":"https://openalex.org/keywords/short-term-forecasting","display_name":"short-term forecasting","score":0.48100000619888306},{"id":"https://openalex.org/keywords/euro-dollar-exchange-rate","display_name":"euro-dollar exchange rate","score":0.7059999704360962},{"id":"https://openalex.org/keywords/natural-gas-prices","display_name":"natural gas prices","score":0.8510000109672546},{"id":"https://openalex.org/keywords/us-dollar-index","display_name":"US dollar index","score":0.9359999895095825}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.35989999771118164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35920000076293945},{"id":"https://openalex.org/C103697071","wikidata":"https://www.wikidata.org/wiki/Q39558","display_name":"Gasoline","level":2,"score":0.31360000371932983},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25209999084472656},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2409999966621399},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.18569999933242798},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.17520000040531158},{"id":"https://openalex.org/C2988634675","wikidata":"https://www.wikidata.org/wiki/Q34508","display_name":"Video recording","level":2,"score":0.17499999701976776},{"id":"https://openalex.org/C68593654","wikidata":"https://www.wikidata.org/wiki/Q1270246","display_name":"Brent Crude","level":3,"score":0.16699999570846558},{"id":"https://openalex.org/C548895740","wikidata":"https://www.wikidata.org/wiki/Q22656","display_name":"Petroleum","level":2,"score":0.1582999974489212}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.37609/akya.2559.c10473","doi":"https://doi.org/10.37609/akya.2559.c10473","is_oa":false,"landing_page_url":"https://doi.org/10.37609/akya.2559.c10473","pdf_url":null,"source":{"id":"https://openalex.org/S7407089364","display_name":"Akademisyen Kitabevi eBooks","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":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ekonomi ve Y\u00f6netim Bilimlerinde G\u00fcncel Akademik Ara\u015ft\u0131rmalar II","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4214708134","https://openalex.org/W3182069339","https://openalex.org/W3093123462","https://openalex.org/W3214475351","https://openalex.org/W7014583380","https://openalex.org/W1546252240","https://openalex.org/W2990061836","https://openalex.org/W3034054571","https://openalex.org/W4205339201","https://openalex.org/W4319459192"],"abstract_inverted_index":{"Yenilenemez":[0],"g\u00fc\u00e7":[1],"kaynaklar\u0131ndan":[2],"biri":[3],"olan":[4],"ham":[5,22],"petrol,":[6,23],"\u00e7a\u011fda\u015f":[7],"end\u00fcstrinin":[8],"can":[9],"damar\u0131d\u0131r.":[10],"Sanayi,":[11],"ula\u015f\u0131m,":[12],"otomobil,":[13],"kozmetik,":[14],"enerji,":[15],"kimya,":[16],"ila\u00e7":[17],"gibi":[18],"bir\u00e7ok":[19],"sekt\u00f6rde":[20],"kullan\u0131lan":[21],"d\u00fcnya":[24],"ekonomisinde":[25],"\u00e7ok":[26],"\u00f6nemli":[27],"yere":[28],"sahiptir":[29],"ve":[30,45,52],"bu":[31],"nedenle":[32],"\u201csiyah":[33],"alt\u0131n\u201d":[34],"olarak":[35,75,94],"kabul":[36],"edilmektedir.":[37],"Bu":[38,77],"\u00e7al\u0131\u015fmada,":[39],"Brent":[40,61],"petrol":[41,62],"fiyatlar\u0131":[42],"ARIMA,":[43],"LSTM":[44,47,82],"ko\u015fullu":[46,81],"modelleri":[48],"ile":[49],"tahmin":[50],"edilmi\u015f":[51],"60":[53],"g\u00fcnl\u00fck":[54],"\u00f6ng\u00f6r\u00fc":[55],"de\u011ferleri":[56],"elde":[57],"edilmi\u015ftir.":[58],"T\u00fcm":[59],"modellerde":[60],"fiyatlar\u0131,":[63],"avro/dolar":[64],"endeksi,":[65,70],"do\u011falgaz":[66],"fiyat\u0131,":[67],"ABD":[68],"dolar":[69],"kovid-19":[71,85],"kukla":[72],"de\u011fi\u015fkeni":[73],"girdi":[74],"kullan\u0131lm\u0131\u015ft\u0131r.":[76],"\u00e7al\u0131\u015fman\u0131n":[78],"literat\u00fcre":[79],"katk\u0131s\u0131":[80],"modeli":[83],"kullanarak":[84],"etkisinin":[86],"e\u011fitim":[87],"setine":[88],"dahil":[89],"edilmeksizin":[90],"yard\u0131mc\u0131":[91],"bir":[92],"\u00f6zellik":[93],"ele":[95],"al\u0131nmas\u0131d\u0131r.":[96]},"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2026-08-30T00:00:00"}
