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Paper Abstract and Keywords
Presentation 2022-07-30 10:30
The Use of Review Effort Objective for Search-based Refactoring Recommendation
Lei Chen, Shinpei Hayashi (Tokyo Tech) SS2022-18 KBSE2022-28
Abstract (in Japanese) (See Japanese page) 
(in English) Search-based refactoring is to search for a sequence of refactorings that achieves a specific objective. Although a typical objective is to improve code quality, a different perspective is also required; the searched sequence needs to be reviewed before its application to the code, and it may not be applied if it requires a high review effort. We propose a multi-objective search-based technique that searches for a sequence of refactorings that can both improve the code quality and require low review effort to recommend to developers. We use static analysis to evaluate code quality and adopt code ownership and relationships among developers to assess the review effort required.A non-dominated sorting genetic algorithm is used to find the best trade-off for the multi-objectives. We evaluate our technique on open-source repositories to prove its effectiveness.
Keyword (in Japanese) (See Japanese page) 
(in English) search-based refactoring / code ownership / code review / genetic algorithm / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 138, SS2022-18, pp. 103-108, July 2022.
Paper # SS2022-18 
Date of Issue 2022-07-21 (SS, KBSE) 
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 SS2022-18 KBSE2022-28

Conference Information
Committee SS IPSJ-SE KBSE  
Conference Date 2022-07-28 - 2022-07-30 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido-Jichiro-Kaikan (Sapporo) 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SS 
Conference Code 2022-07-SS-SE-KBSE 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) The Use of Review Effort Objective for Search-based Refactoring Recommendation 
Sub Title (in English)  
Keyword(1) search-based refactoring  
Keyword(2) code ownership  
Keyword(3) code review  
Keyword(4) genetic algorithm  
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1st Author's Name Lei Chen  
1st Author's Affiliation Tokyo Institute of Technology (Tokyo Tech)
2nd Author's Name Shinpei Hayashi  
2nd Author's Affiliation Tokyo Institute of Technology (Tokyo Tech)
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Speaker Author-1 
Date Time 2022-07-30 10:30:00 
Presentation Time 25 minutes 
Registration for SS 
Paper # SS2022-18, KBSE2022-28 
Volume (vol) vol.122 
Number (no) no.138(SS), no.139(KBSE) 
Page pp.103-108 
#Pages 6 
Date of Issue 2022-07-21 (SS, KBSE) 

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