{"created":"2024-10-24T05:18:58.411065+00:00","id":2000824,"links":{},"metadata":{"_buckets":{"deposit":"08801937-cf1c-4c70-bb86-bf8f6e92868e"},"_deposit":{"created_by":9,"id":"2000824","owners":[9],"pid":{"revision_id":0,"type":"depid","value":"2000824"},"status":"published"},"_oai":{"id":"oai:miyazaki-u.repo.nii.ac.jp:02000824","sets":["73","73:36","73:36:330","73:36:330:1729743357219"]},"author_link":["11783"],"control_number":"2000824","item_10002_biblio_info_7":{"attribute_name":"bibliographic_information","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2024-10-23","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"102","bibliographicPageStart":"99","bibliographicVolumeNumber":"53","bibliographic_titles":[{"bibliographic_title":"宮崎大学工学部紀要","bibliographic_titleLang":"ja"},{"bibliographic_title":"Memoirs of Faculty of Engineering, University of Miyazaki","bibliographic_titleLang":"en"}]}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"Even if you want to make a profit from cryptocurrency, you are worried that you will lose money, and it is difficult to afford it. There are a vast number of papers that study such unpredictable price fluctuations of cryptocurrency. Currently, it is mainstream to use learning deep to predict the price of cryptocurrency. The goal of this research is to predict the price of cryptocurrency over the long-term using deep learning. The algorithms used are LSTM, GRU, and Bi-LSTM. The targeted cryptocurrencies are Bitcoin, Ethereum, Litecoin, and Cardano. Finally, we will compare it with previous research and verify the performance of our model.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10002_identifier_registration":{"attribute_name":"identifier_registration","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.34481/0002000824","subitem_identifier_reg_type":"JaLC"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"宮崎大学工学部","subitem_publisher_language":"ja"},{"subitem_publisher":"Faculty of Engineering, University of Miyazaki","subitem_publisher_language":"en"}]},"item_10002_source_id_11":{"attribute_name":"item_10002_source_id_11","attribute_value_mlt":[{"subitem_source_identifier":"AA00732558","subitem_source_identifier_type":"NCID"}]},"item_10002_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"05404924","subitem_source_identifier_type":"PISSN"}]},"item_10002_version_type_20":{"attribute_name":"出版タイプ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_abf2"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"長谷部, 幸大","creatorNameLang":"ja"},{"creatorName":"ハセベ, コウダイ","creatorNameLang":"ja-Kana"},{"creatorName":"Hasebe, Kodai","creatorNameLang":"en"}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"0000000106573887","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"https://isni.org/isni/0000000106573887"}],"affiliationNames":[{"affiliationName":"宮崎大学","affiliationNameLang":"ja"},{"affiliationName":"University of Miyazaki","affiliationNameLang":"en"}]}],"creatorNames":[{"creatorName":"坂本, 眞人","creatorNameLang":"ja"},{"creatorName":"サカモト, マコト","creatorNameLang":"ja-Kana"},{"creatorName":"Sakamoto, Makoto","creatorNameLang":"en"}],"familyNames":[{"familyName":"坂本","familyNameLang":"ja"},{"familyName":"サカモト","familyNameLang":"ja-Kana"},{"familyName":"Sakamoto","familyNameLang":"en"}],"givenNames":[{"givenName":"眞人","givenNameLang":"ja"},{"givenName":"マコト","givenNameLang":"ja-Kana"},{"givenName":"Makoto","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"11783","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"50196101","nameIdentifierScheme":"e-Rad_Researcher","nameIdentifierURI":"https://kaken.nii.ac.jp/ja/search/?qm=50196101"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2024-10-24"}],"filename":"53-099.pdf","filesize":[{"value":"887 KB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"本文","objectType":"fulltext","url":"https://miyazaki-u.repo.nii.ac.jp/record/2000824/files/53-099.pdf"},"version_id":"e7bcba73-b4b5-4f37-95f5-26ff788c1980"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Bi-LSTM","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Cryptocurrency","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"GRU","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"LSTM","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Price prediction","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"item_resource_type","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"LSTM, GRU, Bi-LSTM を用いた暗号資産価格の予測","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"LSTM, GRU, Bi-LSTM を用いた暗号資産価格の予測","subitem_title_language":"ja"},{"subitem_title":"Prediction of Cryptocurrency Prices Using LSTM, GRU, Bi-LSTM","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"9","path":["73","36","330","1729743357219"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2024-10-23"},"publish_date":"2024-10-23","publish_status":"0","recid":"2000824","relation_version_is_last":true,"title":["LSTM, GRU, Bi-LSTM を用いた暗号資産価格の予測"],"weko_creator_id":"9","weko_shared_id":-1},"updated":"2025-01-09T05:24:24.072816+00:00"}