|
JAIST Repository >
a. 知識科学研究科・知識科学系 >
a10. 学術雑誌論文等 >
a10-1. 雑誌掲載論文 >
このアイテムの引用には次の識別子を使用してください:
http://hdl.handle.net/10119/4999
|
| タイトル: | A context-dependent knowledge model for evaluation of regional environment |
| 著者: | Kawano, S.
Huynh, V. N.
Ryoke, M.
Nakamori, Y. |
| キーワード: | Environmental modelling
Fuzzy clustering
Data mining
Optimal rule
Context-dependent knowledge model |
| 発行日: | 2005-03 |
| 出版者: | Elsevier |
| 誌名: | Environmental Modelling & Software |
| 巻: | 20 |
| 号: | 3 |
| 開始ページ: | 343 |
| 終了ページ: | 352 |
| DOI: | 10.1016/j.envsoft.2003.12.012 |
| 抄録: | In this paper we develop a rule-based model for evaluation of regional environment based on both hard and soft data, where by hard data we mean the statistical measurements while by soft data we mean subjective appreciation of human beings of environmental issues. As people's feeling strongly depends on the social and economical characteristics of administrative regions where they live, we firstly use the hard data concerning these characteristics to do clustering in order to obtain clusters corresponding to regions with the homogeneous social and economical characteristics relatively. We then use the soft data, with the help of data-mining techniques, to develop rule-based models which show association between evaluated items of residents in the clusters. Finally, a relationship between hard data and soft data through an integrated model will be explored. It is shown that the soft data are rather reliable and we should integrate subjective knowledge learnt from soft data into modelling of environmental issues. c2004 Elsevier Science Inc. All rights reserved. |
| Rights: | NOTICE: This is the author's version of a work accepted for publication by Elsevier. S. Kawano, V. N. Huynh, M. Ryoke and Y. Nakamori, Environmental Modelling & Software, 20(3), 2005, 343-352, http://dx.doi.org/10.1016/j.envsoft.2003.12.012 |
| URI: | http://hdl.handle.net/10119/4999 |
| 資料タイプ: | author |
| 出現コレクション: | a10-1. 雑誌掲載論文 (Journal Articles)
|
このアイテムのファイル:
| ファイル |
記述 |
サイズ | 形式 |
|---|
| C3484.pdf | | 313Kb | Adobe PDF | 見る/開く |
|
当システムに保管されているアイテムはすべて著作権により保護されています。
|
