| Presentation | 2020-03-16 A QCD Consensus-Building Method for Project Management Using Machine Learning on the Meeting Speeches Sato Chisaki, Nakamura Takuto, Aoyama Mikio, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Difference of perception to QCD (Quality, Cost, Delivery) between stakeholders is a major obstacle to the project management of software development. In this article, we define QCD influence as the QCD priority from speeches in the meetings, and propose a method of QCD management support using machine learning on the speeches. The proposed method evaluates QCD priority from extracted QCD influence from speeches by using machine learning, and visualize the QCD influence and QCD priority. The visualization supports to build a QCD consensus by presenting the stakeholders the QCD influence and QCD priority. The proposed method is applied to two projects and demonstrates the validity and effectiveness. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | QCD / Machine Learning / Project Management / Utterance Analysis |
| Paper # | SC2019-40 |
| Date of Issue | 2020-03-09 (SC) |
| Conference Information | |
| Committee | SC |
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| Conference Date | 2020/3/16(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hitachi Central Research Laboratory |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | 【Online Conference】 Machine Learning Systems Engineering and Service Computing, etc. |
| Chair | Masahide Nakamura(Kobe Univ.) |
| Vice Chair | Shinji Kikuchi(NIMS) / Yoji Yamato(NTT) |
| Secretary | Shinji Kikuchi(Tokyo Univ. of Tech.) / Yoji Yamato(Fujitsu Lab.) |
| Assistant | |
| Paper Information | |
| Registration To | Technical Committee on Service Computing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A QCD Consensus-Building Method for Project Management Using Machine Learning on the Meeting Speeches |
| Sub Title (in English) | |
| Keyword(1) | QCD |
| Keyword(2) | Machine Learning |
| Keyword(3) | Project Management |
| Keyword(4) | Utterance Analysis |
| 1st Author's Name | Sato Chisaki |
| 1st Author's Affiliation | Nanzan University(Nanzan Univ.) |
| 2nd Author's Name | Nakamura Takuto |
| 2nd Author's Affiliation | Nanzan University(Nanzan Univ.) |
| 3rd Author's Name | Aoyama Mikio |
| 3rd Author's Affiliation | Nanzan University(Nanzan Univ.) |
| Date | 2020-03-16 |
| Paper # | SC2019-40 |
| Volume (vol) | vol.119 |
| Number (no) | SC-482 |
| Page | pp.pp.35-40(SC), |
| #Pages | 6 |
| Date of Issue | 2020-03-09 (SC) |