Paper Abstract and Keywords |
Presentation |
2018-07-18 10:30
An analysis of the impact of temporal changes of developers' activities on the committer candidate prediction model Daiki Yamasaki, Masao Ohira, Akinori Ihara, Yutaro Kashiwa, Tomoki Miyazaki (Wakayama Univ.) SS2018-4 KBSE2018-14 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Many of large-scale open source projects have a serious problem in recruiting committers who have a privilege to commit changed and verified code to a version management system.
The goal of this study is to reveal the relationship between the accuracy of the committer candidate prediction model and the size of data, which were not studied in the past.
In this paper, we conduct an experiment to investigate the relationship using data extracted from the Eclipse Platform project.
As a result, we found that the accuracy of the prediction model became better when using data during a recent one or two year period than when using all the available data. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
OSS / Committer Candidation Prediction / Logistic Regression / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 137, SS2018-4, pp. 19-24, July 2018. |
Paper # |
SS2018-4 |
Date of Issue |
2018-07-11 (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) |
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SS2018-4 KBSE2018-14 |
Conference Information |
Committee |
KBSE SS IPSJ-SE |
Conference Date |
2018-07-18 - 2018-07-20 |
Place (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
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Paper Information |
Registration To |
SS |
Conference Code |
2018-07-KBSE-SS-SE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
An analysis of the impact of temporal changes of developers' activities on the committer candidate prediction model |
Sub Title (in English) |
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Keyword(1) |
OSS |
Keyword(2) |
Committer Candidation Prediction |
Keyword(3) |
Logistic Regression |
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1st Author's Name |
Daiki Yamasaki |
1st Author's Affiliation |
Wakayama University (Wakayama Univ.) |
2nd Author's Name |
Masao Ohira |
2nd Author's Affiliation |
Wakayama University (Wakayama Univ.) |
3rd Author's Name |
Akinori Ihara |
3rd Author's Affiliation |
Wakayama University (Wakayama Univ.) |
4th Author's Name |
Yutaro Kashiwa |
4th Author's Affiliation |
Wakayama University (Wakayama Univ.) |
5th Author's Name |
Tomoki Miyazaki |
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Wakayama University (Wakayama Univ.) |
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Speaker |
Author-1 |
Date Time |
2018-07-18 10:30:00 |
Presentation Time |
25 minutes |
Registration for |
SS |
Paper # |
SS2018-4, KBSE2018-14 |
Volume (vol) |
vol.118 |
Number (no) |
no.137(SS), no.138(KBSE) |
Page |
pp.19-24 |
#Pages |
6 |
Date of Issue |
2018-07-11 (SS, KBSE) |
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