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Paper Abstract and Keywords
Presentation 2022-03-08 13:10
Evaluation of Automatic Program Repair Methods Using Program Editing Histories of Novice Programmers.
Haruki Matsuo, Masanari Kondo, Yasutaka Kamei, Yuta Taniguchi, Naoyasu Ubayashi (Kyushu Univ.) SS2021-62
Abstract (in Japanese) (See Japanese page) 
(in English) Automated Program Repair (APR) is a method of automatically correcting errors in a program without human intervention, and APR for syntax errors in particular has been shown to have a certain level of performance for correcting programs created by novice programmers. However, existing studies have not evaluated APR for syntax errors considering the process of editing programs for tasks by novice programmers.In this study, we show the effective use cases and issues of APR for syntax errors in order to support the trial-and-error process that occurs when novice programmers tackle programming tasks. For this purpose, we collected time-series data on the editing process of novice programmers and investigated the relationship between the editing process and the correction of syntax errors by APR. In this study, we show that novice programmers may generate new syntactic errors in the process of correcting logical errors even after the program has been compiled. We also show that the APR method for syntax errors poses a challenge to novice programmers when they compile their programs for the first time or when they are correcting logical errors.
Keyword (in Japanese) (See Japanese page) 
(in English) Automated Program Repair / Programming Education / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 416, SS2021-62, pp. 121-126, March 2022.
Paper # SS2021-62 
Date of Issue 2022-02-28 (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)
Notes on Review This article is a technical report without peer review, and its polished version will be published elsewhere.
Download PDF SS2021-62

Conference Information
Committee SS  
Conference Date 2022-03-07 - 2022-03-08 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Software Science etc. 
Paper Information
Registration To SS 
Conference Code 2022-03-SS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluation of Automatic Program Repair Methods Using Program Editing Histories of Novice Programmers. 
Sub Title (in English)  
Keyword(1) Automated Program Repair  
Keyword(2) Programming Education  
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1st Author's Name Haruki Matsuo  
1st Author's Affiliation Kyushu University (Kyushu Univ.)
2nd Author's Name Masanari Kondo  
2nd Author's Affiliation Kyushu University (Kyushu Univ.)
3rd Author's Name Yasutaka Kamei  
3rd Author's Affiliation Kyushu University (Kyushu Univ.)
4th Author's Name Yuta Taniguchi  
4th Author's Affiliation Kyushu University (Kyushu Univ.)
5th Author's Name Naoyasu Ubayashi  
5th Author's Affiliation Kyushu University (Kyushu Univ.)
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Speaker Author-1 
Date Time 2022-03-08 13:10:00 
Presentation Time 25 minutes 
Registration for SS 
Paper # SS2021-62 
Volume (vol) vol.121 
Number (no) no.416 
Page pp.121-126 
#Pages 6 
Date of Issue 2022-02-28 (SS) 

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