Paper Abstract and Keywords |
Presentation |
2018-11-16 12:20
A Method of Verification Necessity Determination using Support Vector Machine Satoshi Sunaga, Koji Hoshino, Kazuhiro Kikuma (NTT), Koki Jimbo, Koki Satoh, Kiyoshi Ueda (NIHON Univ.) NS2018-147 |
Abstract |
(in Japanese) |
(See Japanese page) |
(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) |
(in English) |
Text Classification / Support Vector Machine / Bag-of-words / Test Item / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 301, NS2018-147, pp. 99-104, Nov. 2018. |
Paper # |
NS2018-147 |
Date of Issue |
2018-11-08 (NS) |
ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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NS2018-147 |
Conference Information |
Committee |
CQ ICM NS NV |
Conference Date |
2018-11-15 - 2018-11-16 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
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Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
NS |
Conference Code |
2018-11-CQ-ICM-NS-NV |
Language |
Japanese |
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) |
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Keyword(1) |
Text Classification |
Keyword(2) |
Support Vector Machine |
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Bag-of-words |
Keyword(4) |
Test Item |
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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.) |
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Speaker |
Author-1 |
Date Time |
2018-11-16 12:20:00 |
Presentation Time |
25 minutes |
Registration for |
NS |
Paper # |
NS2018-147 |
Volume (vol) |
vol.118 |
Number (no) |
no.301 |
Page |
pp.99-104 |
#Pages |
6 |
Date of Issue |
2018-11-08 (NS) |
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