| Presentation | 2024-03-14 A Method to Create Scenario by Large Language Model for Input Amount Simulation Yusuke Koyama, Shinpei Ogata, Kozo Okano, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | One of the means to reasonably reduce the burden of user input to the UI (User Interface) is to introduce usability-enhancing functions (usability functions), but it is difficult to find an appropriate configuration method for them. In order to improve this problem, we have proposed a simulation method to estimate the user input amount from screen transition models and scenarios for a usability function called an input storage function. However, there was a problem that the burden of manual scenario creation by the method user was large. To solve this problem, we propose a method to support scenario creation using a large language model. To evaluate the effectiveness of the proposed method, we attempted to create scenarios using the proposed method for three types of scenarios created in a previous experiment. The results showed that the proposed method was more effective than the methods used in the previous study because the burden of scenario creation was reduced. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Large Language Model / Scenario / Screen Transition Model / Input Amount simulation |
| Paper # | KBSE2023-75 |
| Date of Issue | 2024-03-07 (KBSE) |
| Conference Information | |
| Committee | KBSE |
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| Conference Date | 2024/3/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Prefectual General Welfare Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Takuya Saruwatari(NTT Data) |
| Vice Chair | Yoshinori Tanabe(Tsurumi Univ.) |
| Secretary | Yoshinori Tanabe(BIPROGY) |
| Assistant | Takafumi Tanaka(Tamagawa Univ.) / Takashi Kitamura(AIST) |
| Paper Information | |
| Registration To | Technical Committee on Knowledge-Based Software Engineering |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Method to Create Scenario by Large Language Model for Input Amount Simulation |
| Sub Title (in English) | |
| Keyword(1) | Large Language Model |
| Keyword(2) | Scenario |
| Keyword(3) | Screen Transition Model |
| Keyword(4) | Input Amount simulation |
| 1st Author's Name | Yusuke Koyama |
| 1st Author's Affiliation | Shinshu University(Shinshu Univ.) |
| 2nd Author's Name | Shinpei Ogata |
| 2nd Author's Affiliation | Shinshu University(Shinshu Univ.) |
| 3rd Author's Name | Kozo Okano |
| 3rd Author's Affiliation | Shinshu University(Shinshu Univ.) |
| Date | 2024-03-14 |
| Paper # | KBSE2023-75 |
| Volume (vol) | vol.123 |
| Number (no) | KBSE-443 |
| Page | pp.pp.61-66(KBSE), |
| #Pages | 6 |
| Date of Issue | 2024-03-07 (KBSE) |