| Presentation | 2018-11-16 A Method of Verification Necessity Determination using Support Vector Machine Satoshi Sunaga, Koji Hoshino, Kazuhiro Kikuma, Koki Jimbo, Koki Satoh, Kiyoshi Ueda, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Since communication software typified by Next Generation Network (NGN) is required to have high reliability, it incorporates many quality improvement measures to prevent service interruption in operation of the public network. However, the accumulation of quality improvement measures is a problem of extending the development period and increasing the cost, and the authors are working on automating the development process to solve these problems. In this paper, we propose a method to vectorize know-how of experienced technicians who understand required specifications. We verify its effectiveness by demonstration experiments and describe the evaluation result of automatic verification necessity judgment. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Text Classification / Support Vector Machine / Bag-of-words / Test Item |
| Paper # | NS2018-147 |
| Date of Issue | 2018-11-08 (NS) |
| Conference Information | |
| Committee | CQ / ICM / NS |
|---|---|
| Conference Date | 2018/11/15(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Takanori Hayashi(Hiroshima Inst. of Tech.) / Kiyohito Yoshihara(KDDI Research) / Yoshikatsu Okazaki(NTT) |
| Vice Chair | Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) / Yoichi Yamashita(NTT-N) / Takumi Miyoshi(Shibaura Inst. of Tech.) / Akihiro Nakao(Univ. of Tokyo) |
| Secretary | Hideyuki Shimonishi(NTT) / Jun Okamoto(Nippon Inst. of Tech.) / Yoichi Yamashita(KDDI Research) / Takumi Miyoshi(NTT) / Akihiro Nakao(NTT) |
| Assistant | Chikara Sasaki(KDDI Research) / Yoshiaki Nishikawa(NEC) / Ryo Yamamoto(UEC) / Yunchen Zhu(Hitachi) / Kenichi Kashibuchi(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality / Technical Committee on Information and Communication Management / Technical Committee on Network Systems |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Method of Verification Necessity Determination using Support Vector Machine |
| Sub Title (in English) | |
| Keyword(1) | Text Classification |
| Keyword(2) | Support Vector Machine |
| Keyword(3) | Bag-of-words |
| Keyword(4) | Test Item |
| 1st Author's Name | Satoshi Sunaga |
| 1st Author's Affiliation | NTT Corporation(NTT) |
| 2nd Author's Name | Koji Hoshino |
| 2nd Author's Affiliation | NTT Corporation(NTT) |
| 3rd Author's Name | Kazuhiro Kikuma |
| 3rd Author's Affiliation | NTT Corporation(NTT) |
| 4th Author's Name | Koki Jimbo |
| 4th Author's Affiliation | NIHON University(NIHON Univ.) |
| 5th Author's Name | Koki Satoh |
| 5th Author's Affiliation | NIHON University(NIHON Univ.) |
| 6th Author's Name | Kiyoshi Ueda |
| 6th Author's Affiliation | NIHON University(NIHON Univ.) |
| Date | 2018-11-16 |
| Paper # | NS2018-147 |
| Volume (vol) | vol.118 |
| Number (no) | NS-301 |
| Page | pp.pp.99-104(NS), |
| #Pages | 6 |
| Date of Issue | 2018-11-08 (NS) |