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Paper Abstract and Keywords
Presentation 2021-01-26 15:05
An Implementation of Text-classification Based Fault-prone Module Detection and Its Application to Industrial Environment
Osamu Mizuno, Osamu Mizuno (Kyoto Inst. Tech.), Kazuhiro Ishihara (Valtes), Daisuke Yamashita (Valtes Mobile Tech.) MSS2020-32 SS2020-17
Abstract (in Japanese) (See Japanese page) 
(in English) In the software development, early detection of software defects
(bugs) contributes to mitigate the development effort and improve
the quality of software. For this reason, much research has been
done in the prediction of software defects. We proposed an approach
for defect prediction using the Bayesian classification. In this
study, we implemented a software system of our approach that can be
used in the actual software development.

We have applied our tool in a part of the actual development
project. Based on the feedback from the developers, we confirmed
that our tool can be used in the development.
Keyword (in Japanese) (See Japanese page) 
(in English) Defect prediction / Source code / Text classification / Field study / / / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 343, SS2020-17, pp. 19-24, Jan. 2021.
Paper # SS2020-17 
Date of Issue 2021-01-19 (MSS, SS) 
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 MSS2020-32 SS2020-17

Conference Information
Committee MSS SS  
Conference Date 2021-01-26 - 2021-01-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SS 
Conference Code 2021-01-MSS-SS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Implementation of Text-classification Based Fault-prone Module Detection and Its Application to Industrial Environment 
Sub Title (in English)  
Keyword(1) Defect prediction  
Keyword(2) Source code  
Keyword(3) Text classification  
Keyword(4) Field study  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Osamu Mizuno  
1st Author's Affiliation Kyoto Institute of Technology (Kyoto Inst. Tech.)
2nd Author's Name Osamu Mizuno  
2nd Author's Affiliation Kyoto Institute of Technology (Kyoto Inst. Tech.)
3rd Author's Name Kazuhiro Ishihara  
3rd Author's Affiliation Valtes Co., Ltd. (Valtes)
4th Author's Name Daisuke Yamashita  
4th Author's Affiliation VALTES Mobile Technology CO.,LTD. (Valtes Mobile Tech.)
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Speaker Author-1 
Date Time 2021-01-26 15:05:00 
Presentation Time 25 minutes 
Registration for SS 
Paper # MSS2020-32, SS2020-17 
Volume (vol) vol.120 
Number (no) no.342(MSS), no.343(SS) 
Page pp.19-24 
#Pages 6 
Date of Issue 2021-01-19 (MSS, SS) 

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