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| Paper Abstract and Keywords | ||
| Presentation | 2009-11-27 11:15 Finding Change impacts on Embeded Software using Machine Learning Kenichiro Hara, Akira Osada, Haruhiko Kaiya, Kenji Kaijiri (Shinshu Univ.)  KBSE2009-41 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This paper reports the result of applying information retrieval technology to impact analysis of the embedded software and the result improved by expansion using machine learning. Information retrieval performs support to associate a document with a source code by using keywords and the appearance frequency. We used a keyword appearance pattern for machine learning, and such machine learning technique could improve precision of this impact analysis. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Case Study / Keyword Retrieval / Change Impact Analysis / Traceability / Machine Learning / Decision Tree / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 307, KBSE2009-41, pp. 61-66, Nov. 2009. | |
| Paper # | KBSE2009-41 | |
| Date of Issue | 2009-11-19 (KBSE) | |
| ISSN | Print edition: ISSN 0913-5685 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 | KBSE2009-41 |
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| Conference Information | |
| Committee | KBSE |
| Conference Date | 2009-11-26 - 2009-11-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Shimane Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Knowledge Based Software Engineering, etc. |
| Paper Information | |
| Registration To | KBSE |
| Conference Code | 2009-11-KBSE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Finding Change impacts on Embeded Software using Machine Learning |
| Sub Title (in English) | |
| Keyword(1) | Case Study |
| Keyword(2) | Keyword Retrieval |
| Keyword(3) | Change Impact Analysis |
| Keyword(4) | Traceability |
| Keyword(5) | Machine Learning |
| Keyword(6) | Decision Tree |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Kenichiro Hara |
| 1st Author's Affiliation | Shinshu University. (Shinshu Univ.) |
| 2nd Author's Name | Akira Osada |
| 2nd Author's Affiliation | Shinshu University. (Shinshu Univ.) |
| 3rd Author's Name | Haruhiko Kaiya |
| 3rd Author's Affiliation | Shinshu University. (Shinshu Univ.) |
| 4th Author's Name | Kenji Kaijiri |
| 4th Author's Affiliation | Shinshu University. (Shinshu Univ.) |
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| Speaker | 1 |
| Date Time | 2009-11-27 11:15:00 |
| Presentation Time | 35 |
| Registration for | KBSE |
| Paper # | IEICE-KBSE2009-41 |
| Volume (vol) | IEICE-109 |
| Number (no) | no.307 |
| Page | pp.61-66 |
| #Pages | IEICE-6 |
| Date of Issue | IEICE-KBSE-2009-11-19 |
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