{"created":"2025-01-19T01:42:08.475849+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00238844","sets":["6201:6202:9108:11762"]},"path":["11762"],"owner":"44499","recid":"238844","title":["金融予測モデル結果の説明改善のためのLLMを用いた文書生成手法の提案 "],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-09-29"},"_buckets":{"deposit":"78bff215-6665-4a57-8481-b59ea9a4e009"},"_deposit":{"id":"238844","pid":{"type":"depid","value":"238844","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"金融予測モデル結果の説明改善のためのLLMを用いた文書生成手法の提案 ","author_link":["654197","654199","654201","654198","654196","654195","654194","654200"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"金融予測モデル結果の説明改善のためのLLMを用いた文書生成手法の提案 "}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"機械学習、金融、説明可能性、大規模言語モデル、トークン重要度","subitem_subject_scheme":"Other"}]},"item_type_id":"19","publish_date":"2024-09-29","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_19_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"奈良先端科学技術大学院大学"},{"subitem_text_value":"奈良先端科学技術大学院大学"},{"subitem_text_value":"奈良先端科学技術大学院大学"},{"subitem_text_value":"奈良先端科学技術大学院大学"},{"subitem_text_value":"東京都市大学"},{"subitem_text_value":"新潟国際情報大学"},{"subitem_text_value":"LINEヤフー株式会社"},{"subitem_text_value":"LINEヤフー株式会社"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/238844/files/IPSJ-Kansai2024(44).pdf","label":"IPSJ-Kansai2024(44).pdf"},"date":[{"dateType":"Available","dateValue":"2024-09-29"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-Kansai2024(44).pdf","filesize":[{"value":"462.2 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"8"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"7116f81e-48b0-43a9-80af-ceae75e55b7c","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_19_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"小手川, 康太"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"上田, 健太郎"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"細川, 蓮"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"諏訪, 博彦"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"小川, 祐樹"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"梅原, 英一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山下, 達雄"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"坪内, 孝太"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_19_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1884-197X","subitem_source_identifier_type":"ISSN"}]},"item_19_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"金融予測モデルの結果を説明する手法として,SHAP値などを用いられるが,万人に対して説明性が高いとは言い難い.本研究では,金融予測モデル結果の説明改善のためのLLMを用いた文書生成手法を提案する.\n","subitem_description_type":"Other"}]},"item_19_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographic_titles":[{"bibliographic_title":"2024年度 情報処理学会関西支部 支部大会 講演論文集"}],"bibliographicIssueDates":{"bibliographicIssueDate":"2024-09-29","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":238844,"updated":"2025-01-19T08:28:28.004227+00:00","links":{}}