| Presentation | 2023-10-11 Automatic Generation of Class Diagrams by Directing the Class Design Process to ChatGPT Shogo Kanzaki, Taku Okuno, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Creating class diagrams requires experience and knowledge, and is time-consuming and costly. Therefore, this study constructs a system that automatically generates class diagrams using requirement descriptions as input. The system uses ChatGPT, one of the large-scale language models, to automatically generate class diagrams with a certain level of quality by specifying detailed procedures from requirement descriptions to class diagram generation as prompts. Three patterns of prompts were prepared, and experiments were conducted to generate class diagrams in different domains: a library lending management system, a liquor store inventory management system, and a factory monitoring system, to see if the class diagrams generated were valid. The result of the experiment showed that the class diagram generated from the prompt with the most instructions in the multiple domains received the highest evaluation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | UML Class Diagrams / ChatGPT / Prompt Engineering |
| Paper # | SS2023-21,DC2023-27 |
| Date of Issue | 2023-10-04 (SS, DC) |
| Conference Information | |
| Committee | SS / DC |
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| Conference Date | 2023/10/11(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kozo Okano(Shinshu Univ.) / Tatsuhiro Tsuchiya(Osaka Univ.) |
| Vice Chair | Yoshiki Higo(Osaka Univ.) / Toshinori Hosokawa(Nihon Univ.) |
| Secretary | Yoshiki Higo(Shinshu Univ.) / Toshinori Hosokawa(Tokyo Inst. of Tech.) |
| Assistant | Shinsuke Matsumoto(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Software Science / Technical Committee on Dependable Computing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic Generation of Class Diagrams by Directing the Class Design Process to ChatGPT |
| Sub Title (in English) | |
| Keyword(1) | UML Class Diagrams |
| Keyword(2) | ChatGPT |
| Keyword(3) | Prompt Engineering |
| 1st Author's Name | Shogo Kanzaki |
| 1st Author's Affiliation | Future University Hakodate(FUN) |
| 2nd Author's Name | Taku Okuno |
| 2nd Author's Affiliation | Future University Hakodate(FUN) |
| Date | 2023-10-11 |
| Paper # | SS2023-21,DC2023-27 |
| Volume (vol) | vol.123 |
| Number (no) | SS-206,DC-207 |
| Page | pp.pp.1-6(SS), pp.1-6(DC), |
| #Pages | 6 |
| Date of Issue | 2023-10-04 (SS, DC) |