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| Presentation | 2019-03-05 15:40 Main Part-of-speech Selection for Verification Necessity Determination by Support Vector Machine Satoshi Sunaga, Koji Hoshino, Kazuhiro Kikuma (NTT), Koki Jimbo, Koki Satoh, Kiyoshi Ueda (NIHON Univ.)  NS2018-288 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Communication software used for Next Generation Network (NGN) etc. requires high reliability and therefore adopts many quality improvement measures. However, there is a problem of extending the development period and increasing the cost. To solve this problem, the authors are working on automating the development process. In this paper, we describe an examination of part-of-speech selection that is useful for vectorization to realize automatic verification necessity determination using support vector machine. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Text Classification / Support Vector Machine / Bag-of-words(BoW) / Test Item / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 465, NS2018-288, pp. 545-550, March 2019. | |
| Paper # | NS2018-288 | |
| Date of Issue | 2019-02-25 (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) | |
| Download PDF | NS2018-288 |
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| Conference Information | |
| Committee | IN NS |
| Conference Date | 2019-03-04 - 2019-03-05 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Convention Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | NS |
| Conference Code | 2019-03-IN-NS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Main Part-of-speech Selection for Verification Necessity Determination by Support Vector Machine |
| Sub Title (in English) | |
| Keyword(1) | Text Classification |
| Keyword(2) | Support Vector Machine |
| Keyword(3) | Bag-of-words(BoW) |
| 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 | 2019-03-05 15:40:00 |
| Presentation Time | 20 minutes |
| Registration for | NS |
| Paper # | NS2018-288 |
| Volume (vol) | vol.118 |
| Number (no) | no.465 |
| Page | pp.545-550 |
| #Pages | 6 |
| Date of Issue | 2019-02-25 (NS) |
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