| Presentation | 2020-03-06 Effective Planing for AI/Data Analysis Projects Based on Goal-Oriented Requirements Analysis Daisuke Okuya, Satoshi Ikada, Hiroyuki Nakagawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, the opportunities for AI and data analysis to be applied to social implementation beyond research subjects are increasing. In the social implementation of AI and data analysis, not only technologies, but also big data according to each field are necessary factor. In this paper, in order to efficiently deal with the increasing number of AI and data analysis projects, we organize technologies and data of multiple stakeholders using the i* framework, which is one of goal-oriented requirements analysis. And we propose a data utilization goal modeling to improve the efficiency of analysis by introducing design patterns. Then, we show the usefulness of data utilization goal modeling by showing an example of supply chain application in the manufacturing field. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | AI / Data Analysis / Goal-Oriented Requirements Analysis / i* framework / Design Pattern |
| Paper # | KBSE2019-49 |
| Date of Issue | 2020-02-28 (KBSE) |
| Conference Information | |
| Committee | KBSE |
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| Conference Date | 2020/3/6(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tenbusu-Naha |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General, Student |
| Chair | Fumihiro Kumeno(Nippon Inst. of Tech.) |
| Vice Chair | Hiroyuki Nakagawa(Osaka Univ.) |
| Secretary | Hiroyuki Nakagawa(Ibaraki Univ.) |
| Assistant | Nahomi Kikuchi(OKi) / Tomoko Kaneko(NII) |
| 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) | Effective Planing for AI/Data Analysis Projects Based on Goal-Oriented Requirements Analysis |
| Sub Title (in English) | |
| Keyword(1) | AI |
| Keyword(2) | Data Analysis |
| Keyword(3) | Goal-Oriented Requirements Analysis |
| Keyword(4) | i* framework |
| Keyword(5) | Design Pattern |
| 1st Author's Name | Daisuke Okuya |
| 1st Author's Affiliation | Oki Electric Industry Co., Ltd.(OKI) |
| 2nd Author's Name | Satoshi Ikada |
| 2nd Author's Affiliation | Oki Electric Industry Co., Ltd.(OKI) |
| 3rd Author's Name | Hiroyuki Nakagawa |
| 3rd Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2020-03-06 |
| Paper # | KBSE2019-49 |
| Volume (vol) | vol.119 |
| Number (no) | KBSE-467 |
| Page | pp.pp.19-24(KBSE), |
| #Pages | 6 |
| Date of Issue | 2020-02-28 (KBSE) |