{"id":231566,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00231566","sets":["1164:1165:11326:11415"]},"path":["11415"],"owner":"44499","recid":"231566","title":["ChatGPTを活用した金融数学問題の解法と教材生成"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-12-19"},"_buckets":{"deposit":"11c0aa0c-358d-4f25-908d-f84e1e90e41d"},"_deposit":{"id":"231566","pid":{"type":"depid","value":"231566","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"ChatGPTを活用した金融数学問題の解法と教材生成","author_link":["625287","625286"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"ChatGPTを活用した金融数学問題の解法と教材生成"},{"subitem_title":"Utilizing ChatGPT for Solving Financial Mathematics Problems and Generating Educational Materials","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"データ工学","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2023-12-19","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"学習院大学経済学部"},{"subitem_text_value":"和洋女子大学全学教育センター"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Faculty of Economics, Gakushuin University","subitem_text_language":"en"},{"subitem_text_value":"University Education Center, Wayo Women's University","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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/231566/files/IPSJ-DBS23178005.pdf","label":"IPSJ-DBS23178005.pdf"},"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-DBS23178005.pdf","filesize":[{"value":"1.9 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"13"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_login","version_id":"7fd16b24-dd2c-4688-a9bd-2aada29d3ec1","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Institute of Electronics, Information and Communication Engineers This SIG report is only available to those in membership of the SIG."}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"白田, 由香利"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"桑名, 杏奈"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10112482","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-871X","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本研究では，ChatGPT を利用して経済数学の問題解決と教材の生成を試みた．初めに，ChatGPT の統計的手法だけを用いると，演繹推論に基づく数学問題の解法で誤りが生じることが確認された．そのため，Wolfram Cloud などの記号処理 AI を組み込むことで，金融数学の具体的な問題，例えば債券プライシング，変動金利の住宅ローン返済などの解法を実現した．さらに，ChatGPT を利用して，学生向けの有益な教材の生成も行った．具体的には，演繹推論の過程を可視化するグラフなどを作成した．この研究の核心は，正確な演繹推論を ChatGPT に実行させ，目的に応じた教材を効果的に生成するためのプロンプト提示方法の開発にある．結果として，ChatGPT を活用した新しい経済数学の教授法を提案する．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"In this study, we attempted to solve economic mathematics problems and generate educational materials using ChatGPT. Initially, it was observed that solely using ChatGPT's statistical methods resulted in errors when deducing reasoning for mathematical problems. Consequently, by integrating symbolic computation AIs, such as Wolfram Cloud, we successfully addressed various financial mathematics problems including bond pricing, variable interest housing loan repayments, and foreign currency deposit calculations. Furthermore, we utilized ChatGPT to create valuable resources for students, such as graphs visualizing the deductive reasoning process. The essence of this research lies in the development of prompt presentation methods to enable ChatGPT to perform accurate deductive reasoning and generate purposeful educational materials accordingly. As a result, we propose a new teaching methodology for economic mathematics leveraging ChatGPT.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告データベースシステム（DBS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2023-12-19","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"5","bibliographicVolumeNumber":"2023-DBS-178"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T10:43:15.442657+00:00","created":"2025-01-19T01:31:56.612234+00:00","links":{}}