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Paper Abstract and Keywords
Presentation 2015-05-11 16:10
An Approach for Software Repository Mining Using a Natural Langage Processing Method, Word2Vec
Takeru Uchiyama, Toshihiro Kamiya (FUN) SS2015-6
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, we apply a natural language processing technique, namely Word2Vec, to source code of software products, to represent the values and identifiers of methods, functions and variables as multi-dimensional vectors of words. Such vectors are used to calculate similarities or differences among words, thus to find the words contrasting (similar or opposite) concepts to a given word. We utilize this proposed method in a software development, such as a searching unknown method from the methods that a developer already knows, and revising consisting of identifier names of methods.
Keyword (in Japanese) (See Japanese page) 
(in English) natural language processing / software repository mining / Word2Vec / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 20, SS2015-6, pp. 29-31, May 2015.
Paper # SS2015-6 
Date of Issue 2015-05-04 (SS) 
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 SS2015-6

Conference Information
Committee SS  
Conference Date 2015-05-11 - 2015-05-12 
Place (in Japanese) (See Japanese page) 
Place (in English) Kumamoto University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SS 
Conference Code 2015-05-SS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Approach for Software Repository Mining Using a Natural Langage Processing Method, Word2Vec 
Sub Title (in English)  
Keyword(1) natural language processing  
Keyword(2) software repository mining  
Keyword(3) Word2Vec  
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1st Author's Name Takeru Uchiyama  
1st Author's Affiliation Future University Hakodate (FUN)
2nd Author's Name Toshihiro Kamiya  
2nd Author's Affiliation Future University Hakodate (FUN)
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Speaker Author-1 
Date Time 2015-05-11 16:10:00 
Presentation Time 20 minutes 
Registration for SS 
Paper # SS2015-6 
Volume (vol) vol.115 
Number (no) no.20 
Page pp.29-31 
#Pages 3 
Date of Issue 2015-05-04 (SS) 

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