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| S. Amasaki, Y. Takagi, O. Mizuno, and T. Kikuno, "Constructing a Bayesian Belief Network to Predict Final Quality in Embedded System Development," IEICE Trans. on Information and Systems, E88-D(6), pp. 1134-1141, June 2005. | |
| ID | 441 |
| 分類 | 学術論文誌(査読付) |
| タグ | bayesian belief constructing development embedded final network predict quality |
| 表題 (title) |
Constructing a Bayesian Belief Network to Predict Final Quality in Embedded System Development |
| 表題 (英文) |
|
| 著者名 (author) |
Sousuke Amasaki,Yasunari Takagi,Osamu Mizuno,Tohru Kikuno |
| 英文著者名 (author) |
Sousuke Amasaki,Yasunari Takagi,Osamu Mizuno,Tohru Kikuno |
| キー (key) |
Sousuke Amasaki,Yasunari Takagi,Osamu Mizuno,Tohru Kikuno |
| 定期刊行物名 (journal) |
IEICE Trans. on Information and Systems |
| 定期刊行物名 (英文) |
|
| 巻数 (volume) |
E88-D |
| 号数 (number) |
6 |
| ページ範囲 (pages) |
1134-1141 |
| 刊行月 (month) |
6 |
| 出版年 (year) |
2005 |
| Impact Factor (JCR) |
0.242 (2005) |
| URL |
http://search.ieice.org/bin/summary.php?id=e88-d_6_1134&category=D&year=2005&lang=E&abst= |
| 付加情報 (note) |
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| 注釈 (annote) |
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| 内容梗概 (abstract) |
Recently, software development projects have been required to produce highly reliable systems
within a short period and with low cost. In such situation, software quality prediction helps to confirm that the software product satisfies required quality expectations. In this paper, by using a Bayesian Belief Network (BBN), we try to construct a prediction model based on relationships elicited from the embedded software development process. On the one hand, according to a characteristic of embedded software development, we especially propose to classify test and debug activities into two distinct activities on software and hardware. Then we call the proposed model the BBN for an embedded software development process. On the other hand, we define the BBN for a general software development process to be a model which does not consider this classification of activity, but rather, merges them into a single activity. Finally, we conducted experimental evaluations by applying these two BBNs to actual project data. As the results of our experiments show, the BBN for the embedded software development process is superior to the BBN for the general development process and is applicable effectively for effective practical use. |
| 論文電子ファイル | draft (application/pdf) [一般閲覧可] |
| BiBTeXエントリ |
@article{id441,
title = {Constructing a Bayesian Belief Network to Predict Final Quality in Embedded System Development },
author = {Sousuke Amasaki and Yasunari Takagi and Osamu Mizuno and Tohru Kikuno},
journal = {IEICE Trans. on Information and Systems},
volume = {E88-D},
number = {6},
pages = {1134-1141},
month = {6},
year = {2005},
impactfactor = {0.242 (2005)},
}
|