| Presentation | 2023-12-26 Utilizing ChatGPT for Solving Financial Mathematics Problems and Generating Educational Materials Yukari Shirota, Anna Kuwana, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | 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. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Generative AI / ChatGPI / Solution of Mathematics for Economics / Deductive reasoning / Erroneous model / Financial mathematics problems |
| Paper # | DE2023-30 |
| Date of Issue | 2023-12-19 (DE) |
| Conference Information | |
| Committee | DE / IPSJ-DBS |
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| Conference Date | 2023/12/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Institute of Industrial Science, The University of Tokyo |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Masashi Toyoda(Univ. of Tokyo) / 天笠 俊之(筑波大学) |
| Vice Chair | Kosuke Takano(Kanagawa Inst. of Tech.) / Chiemi Watanabe(Ochanomizu Univ.) |
| Secretary | Kosuke Takano(Komazawa Univ.) / Chiemi Watanabe(Univ. of Tsukuba) / (大阪大学) |
| Assistant | Takahiro Komamizu(Nagoya Univ.) / Le Hieu Hanh(お茶の水女子大学) |
| Paper Information | |
| Registration To | Technical Committee on Data Engineering / Special Interest Group on Database System |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Utilizing ChatGPT for Solving Financial Mathematics Problems and Generating Educational Materials |
| Sub Title (in English) | |
| Keyword(1) | Generative AI |
| Keyword(2) | ChatGPI |
| Keyword(3) | Solution of Mathematics for Economics |
| Keyword(4) | Deductive reasoning |
| Keyword(5) | Erroneous model |
| Keyword(6) | Financial mathematics problems |
| 1st Author's Name | Yukari Shirota |
| 1st Author's Affiliation | Gakushuin University(Gakushuin Univ) |
| 2nd Author's Name | Anna Kuwana |
| 2nd Author's Affiliation | Wayo Women's University(Wayo Women's Univ) |
| Date | 2023-12-26 |
| Paper # | DE2023-30 |
| Volume (vol) | vol.123 |
| Number (no) | DE-327 |
| Page | pp.pp.12-17(DE), |
| #Pages | 6 |
| Date of Issue | 2023-12-19 (DE) |