| Paper Abstract and Keywords |
| Presentation |
2009-12-18 12:00
A Trend Prediction of Code Churn in Open Source Development
-- An Application of Growth Curve Model -- Hirohisa Aman (Ehime Univ.) SS2009-47 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Source code is a basic product reflecting a status of an open source development.
A quantitative understanding of source code churn trends will be important to make an assessment and/or a prediction about the software quality and the development project.
Toward the achievement of the quantitative understanding, this paper studies some mathematical models in which a code change is considered to be a probability event --- the mathematical models are the exponential growth model, the delayed S-shaped growth model and the inflection S-shaped growth model, that are based on the non-homogeneous Poisson process.
The empirical study using Eclipse source code shows that the inflection S-shaped growth model has been well fitted to actual code churn trends, but some important future work have been found out as well. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
open source / code churn / mathematical modeling / Poisson process / growth curve model / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 109, no. 343, SS2009-47, pp. 73-78, Dec. 2009. |
| Paper # |
SS2009-47 |
| Date of Issue |
2009-12-10 (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 |
SS2009-47 |
| Conference Information |
| Committee |
SS |
| Conference Date |
2009-12-17 - 2009-12-18 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kagawa Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
general |
| Paper Information |
| Registration To |
SS |
| Conference Code |
2009-12-SS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Trend Prediction of Code Churn in Open Source Development |
| Sub Title (in English) |
An Application of Growth Curve Model |
| Keyword(1) |
open source |
| Keyword(2) |
code churn |
| Keyword(3) |
mathematical modeling |
| Keyword(4) |
Poisson process |
| Keyword(5) |
growth curve model |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Hirohisa Aman |
| 1st Author's Affiliation |
Ehime University (Ehime Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2009-12-18 12:00:00 |
| Presentation Time |
30 minutes |
| Registration for |
SS |
| Paper # |
SS2009-47 |
| Volume (vol) |
vol.109 |
| Number (no) |
no.343 |
| Page |
pp.73-78 |
| #Pages |
6 |
| Date of Issue |
2009-12-10 (SS) |