{"created":"2023-06-19T07:57:03.883075+00:00","id":678,"links":{},"metadata":{"_buckets":{"deposit":"ca546009-c62e-46ca-be8a-f527981ef1fd"},"_deposit":{"created_by":14,"id":"678","owners":[14],"pid":{"revision_id":0,"type":"depid","value":"678"},"status":"published"},"_oai":{"id":"oai:kitakyu.repo.nii.ac.jp:00000678","sets":["12:2:212"]},"author_link":["802"],"control_number":"678","item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2019-03","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1・2・3・4合併号","bibliographicPageEnd":"18","bibliographicPageStart":"1","bibliographicVolumeNumber":"54","bibliographic_titles":[{"bibliographic_title":"北九州市立大学商経論集"}]}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"本論文では、近年飛躍的な進化を遂げた深層学習の株式投資へ応用、具体的には、畳み込みニューラルネットワークを用い、株価のローソク足画像による「上がる」、「下がる」という株価変動予測の方法の提案、およびシミュレーション実験による結果をまとめている。","subitem_description_type":"Abstract"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"北九州市立大学経済学会"}]},"item_10002_source_id_11":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11572872","subitem_source_identifier_type":"NCID"}]},"item_10002_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"13472623","subitem_source_identifier_type":"PISSN"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"池田, 欽一","creatorNameLang":"ja"}],"nameIdentifiers":[{"nameIdentifier":"802","nameIdentifierScheme":"WEKO"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2019-05-08"}],"displaytype":"detail","filename":"(SR00541234IY)池田欽一.pdf","filesize":[{"value":"13.8 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"(SR00541234IY)池田欽一","url":"https://kitakyu.repo.nii.ac.jp/record/678/files/(SR00541234IY)池田欽一.pdf"},"version_id":"e34cd7c7-0224-4bb2-ba7f-95775d6ee08b"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"深層学習","subitem_subject_scheme":"Other"},{"subitem_subject":"ディープラーニング","subitem_subject_scheme":"Other"},{"subitem_subject":"株価予測","subitem_subject_scheme":"Other"},{"subitem_subject":"Convolutional Neural Network","subitem_subject_scheme":"Other"},{"subitem_subject":"畳み込みニューラルネットワーク","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"株価ローソク足チャート画像を用いた畳み込みニューラルネットワークによる株価変動予測","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"株価ローソク足チャート画像を用いた畳み込みニューラルネットワークによる株価変動予測","subitem_title_language":"ja"},{"subitem_title":"Prediction of stock price fluctuation using convolution neural network with candlestick charts","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"14","path":["212"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2019-05-08"},"publish_date":"2019-05-08","publish_status":"0","recid":"678","relation_version_is_last":true,"title":["株価ローソク足チャート画像を用いた畳み込みニューラルネットワークによる株価変動予測"],"weko_creator_id":"14","weko_shared_id":-1},"updated":"2024-04-06T02:58:26.723277+00:00"}