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| J. Debari, O. Mizuno, T. Kikuno, N. Kikuchi, and M. Hirayama, "On Deriving Actions for Improving Cost Overrun by Applying Association Rule Mining to Industrial Project Repository," In Proc. of International Conference on Software Process 2008 (ICSP2008), LNCS 5006, pp. 51-62, May 2008. | |
| ID | 525 |
| 分類 | 国際会議(査読付) |
| タグ | actions applying association cost deriving improving industrial mining overrun project repository rule full-paper |
| 表題 (title) |
On Deriving Actions for Improving Cost Overrun by Applying Association Rule Mining to Industrial Project Repository |
| 表題 (英文) |
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| 著者名 (author) |
Junya Debari,Osamu Mizuno,Tohru Kikuno,Nahomi Kikuchi,Masayuki Hirayama |
| 英文著者名 (author) |
Junya Debari,Osamu Mizuno,Tohru Kikuno,Nahomi Kikuchi,Masayuki Hirayama |
| 編者名 (editor) |
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| 編者名 (英文) |
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| キー (key) |
Junya Debari,Osamu Mizuno,Tohru Kikuno,Nahomi Kikuchi,Masayuki Hirayama |
| 書籍・会議録表題 (booktitle) |
Proc. of International Conference on Software Process 2008 (ICSP2008) |
| 書籍・会議録表題(英文) |
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| 巻数 (volume) |
LNCS 5006 |
| 号数 (number) |
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| ページ範囲 (pages) |
51-62 |
| 組織名 (organization) |
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| 出版元 (publisher) |
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| 出版元 (英文) |
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| 出版社住所 (address) |
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| 刊行月 (month) |
5 |
| 出版年 (year) |
2008 |
| 採択率 (acceptance) |
30% |
| URL |
http://www.springerlink.com/content/q47382h1rr12751w/ |
| 付加情報 (note) |
Leipzig, Germany |
| 注釈 (annote) |
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| 内容梗概 (abstract) |
For software project management, it is very important to identify risk factors which make project into runaway. In this study, we propose a method to extract improvement action items for a software project by applying association rule mining to the software project repository for a metric of “cost overrun”. We first mine a number of association rules affecting cost overrun. We then group compatible rules, which include several common metrics having different values, from the mined rules and extract improvement action items of project improvement. In order to evaluate the applicability of our method, we applied our method to the project data repository collected from plural companies in Japan. The result of experiment showed that project improvement actions for cost overrun were semi-automatically extracted from the mined association rules. We can confirm feasibility of our method by comparing these actions with the results in the previous research. |
| 論文電子ファイル | 利用できません． |
| BiBTeXエントリ |
@inproceedings{id525,
title = {On Deriving Actions for Improving Cost Overrun by Applying Association Rule Mining to Industrial Project Repository},
author = {Junya Debari and Osamu Mizuno and Tohru Kikuno and Nahomi Kikuchi and Masayuki Hirayama},
booktitle = {Proc. of International Conference on Software Process 2008 (ICSP2008)},
volume = {LNCS 5006},
pages = {51-62},
month = {5},
year = {2008},
acceptance = {30\%},
note = {Leipzig, Germany},
}
|