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| M. Kondo and O. Mizuno, "Analysis on Causal-Effect Relationship in Effort Metrics Using Bayesian LiNGAM," In Proc. of 27th International Symposium on Software Reliability Engineering (ISSRE2016), Workshops proceeding, pp. 47-48, October 2016. | |
| ID | 736 |
| 分類 | 国際会議(査読付) |
| タグ | analysis bayesian causal-effect effort lingam metrics relationship |
| 表題 (title) |
Analysis on Causal-Effect Relationship in Effort Metrics Using Bayesian LiNGAM |
| 表題 (英文) |
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| 著者名 (author) |
Masanari Kondo,Osamu Mizuno |
| 英文著者名 (author) |
Masanari Kondo,Osamu Mizuno |
| 編者名 (editor) |
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| 編者名 (英文) |
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| キー (key) |
Masanari Kondo,Osamu Mizuno |
| 書籍・会議録表題 (booktitle) |
Proc. of 27th International Symposium on Software Reliability Engineering (ISSRE2016), Workshops proceeding |
| 書籍・会議録表題(英文) |
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| 巻数 (volume) |
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| 号数 (number) |
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| ページ範囲 (pages) |
47-48 |
| 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) |
10 |
| 出版年 (year) |
2016 |
| 採択率 (acceptance) |
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| URL |
10.1109/ISSREW.2016.18 |
| 付加情報 (note) |
Ottawa, Canada |
| 注釈 (annote) |
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| 内容梗概 (abstract) |
In the effort estimation studies, we can obtain open datasets from the past research. Those datasets are either within- company or cross-company dataset. On effort estimation, it was long discussed which dataset is appropriate for building accurate model. To find a new viewpoint in this discussion, we introduce the causal-effect relationship estimation technique. We use a simple Bayesian approach that is defined by the data generation model in a Linear Non-Gaussian Acyclic Model( LiNGAM ). This model is applied to the function point and effort metrics in both within-company and cross-company datasets. We assume that if a dataset is appropriate for effort estimation, causal-effect relationships between metrics and effort will be extracted more. The result of case study shows that we can extract more causal- effect relationships from the cross-company dataset than that of from the within-company dataset. |
| 論文電子ファイル | 利用できません． |
| BiBTeXエントリ |
@inproceedings{id736,
title = {Analysis on Causal-Effect Relationship in Effort Metrics Using {Bayesian} {LiNGAM}},
author = {Masanari Kondo and Osamu Mizuno},
booktitle = {Proc. of 27th International Symposium on Software Reliability Engineering (ISSRE2016), Workshops proceeding},
pages = {47-48},
month = {10},
year = {2016},
note = {Ottawa, Canada},
}
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