| Tweet | |
| Y. Hirata and O. Mizuno, "Investigating Effects of Tokens on Detecting Fault-Prone Modules by Text Filtering," In Proc. of 22nd International Symposium on Software Reliability Engineering (ISSRE2011), Supplemental proceedings, 3-2, November 2011. | |
| ID | 649 |
| 分類 | 国際会議(査読付) |
| タグ | detecting effects fault-prone filtering investigating modules text tokens |
| 表題 (title) |
Investigating Effects of Tokens on Detecting Fault-Prone Modules by Text Filtering |
| 表題 (英文) |
|
| 著者名 (author) |
Yukinao Hirata,Osamu Mizuno |
| 英文著者名 (author) |
Yukinao Hirata,Osamu Mizuno |
| 編者名 (editor) |
|
| 編者名 (英文) |
|
| キー (key) |
Yukinao Hirata,Osamu Mizuno |
| 書籍・会議録表題 (booktitle) |
Proc. of 22nd International Symposium on Software Reliability Engineering (ISSRE2011), Supplemental proceedings |
| 書籍・会議録表題(英文) |
|
| 巻数 (volume) |
|
| 号数 (number) |
3-2 |
| ページ範囲 (pages) |
|
| 組織名 (organization) |
|
| 出版元 (publisher) |
|
| 出版元 (英文) |
|
| 出版社住所 (address) |
|
| 刊行月 (month) |
11 |
| 出版年 (year) |
2011 |
| 採択率 (acceptance) |
|
| URL |
|
| 付加情報 (note) |
Hiroshima, Japan |
| 注釈 (annote) |
|
| 内容梗概 (abstract) |
In software development, defects affect quality and cost in an adverse way. Therefore, various studies have been conducted defect prediction. Among them, prediction using another project is important but it is one of the most difficult problem.
In this research, we conducted experiments that predict defects in Eclipse BIRT project using tokens from Eclipse and Netbeans projects as a training data by fault-prone filtering. Fault-prone filtering uses tokens in modules to classify the modules. Thus, investigating tokens are very important to improve prediction method. The result shows that fault-prone filtering can predict defects using another project tokens as a training data. In addition, we confirmed that the distribution of probability of faulty of tokens is significantly more important than the number of overlap between training tokens and test tokens. |
| 論文電子ファイル | 利用できません． |
| BiBTeXエントリ |
@inproceedings{id649,
title = {Investigating Effects of Tokens on Detecting Fault-prone Modules by Text Filtering},
author = {Yukinao Hirata and Osamu Mizuno},
booktitle = {Proc. of 22nd International Symposium on Software Reliability Engineering (ISSRE2011), Supplemental proceedings},
number = {3-2},
month = {11},
year = {2011},
note = {Hiroshima, Japan},
}
|