Paper Abstract and Keywords |
Presentation |
2016-03-10 09:25
Analysis on Semantic Orientation of Source Code Akihisa Yamada, Osamu Mizuno (Kyoto Inst. Tech.) SS2015-77 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Sentiment analysis is becoming popular in research area of natural language processing. In this paper, we analyze relationship between developers' semantic orientations and characteristics of source code. To do so, we apply sentiment analysis to identifiers and comments extracted from source code. Our analysis shows that comments in source code were more influence on semantic orientations than identifiers in source code, and that non-faulty source code modules have more identifiers including positive words compared with faulty source code modules. These results show a possibility to apply the sentiment analysis to the fault prone module detection. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
software repository mining / sentiment analysis / identifiers / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 508, SS2015-77, pp. 7-12, March 2016. |
Paper # |
SS2015-77 |
Date of Issue |
2016-03-03 (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) |
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SS2015-77 |
Conference Information |
Committee |
SS |
Conference Date |
2016-03-10 - 2016-03-11 |
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(See Japanese page) |
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Paper Information |
Registration To |
SS |
Conference Code |
2016-03-SS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
Analysis on Semantic Orientation of Source Code |
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software repository mining |
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sentiment analysis |
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identifiers |
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1st Author's Name |
Akihisa Yamada |
1st Author's Affiliation |
Kyoto Institute of Technology (Kyoto Inst. Tech.) |
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Osamu Mizuno |
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Kyoto Institute of Technology (Kyoto Inst. Tech.) |
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Speaker |
Author-1 |
Date Time |
2016-03-10 09:25:00 |
Presentation Time |
25 minutes |
Registration for |
SS |
Paper # |
SS2015-77 |
Volume (vol) |
vol.115 |
Number (no) |
no.508 |
Page |
pp.7-12 |
#Pages |
6 |
Date of Issue |
2016-03-03 (SS) |
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