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題名 | A Fuzzy Induction-Bsed Rule Generation Module for Information Systems=模糊測度轉換不精確資訊之決策規則衍生程序 |
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作者 | 吳建興; Wu, Chien-hsing; |
期刊 | 崑山技術學院學報 |
出版日期 | 19980100 |
卷期 | 1 1998.01[民87.01] |
頁次 | 頁54-65 |
分類號 | 494.542 |
語文 | eng |
關鍵詞 | 決策規則; 不精確度; 模糊測度; Decision making; ID3 algorithm; Fuzzy measure theory; |
中文摘要 | 自動化知識淬取(Knowledge Acquisition)是建構資識庫的一個很重要的研究領域 ;以歸納法 (Induction) 為基礎的 ID3 演算法是此研究領域中用來衍生決策樹的重要方法 之一;不精確資訊的處理方法在要求高精確度的現代技術中已受到廣泛的重視;應用模糊測 來處理將可以使衍生的決策規則更具準確性與實用性。本研究探討模糊測度應用於不精確資 料的處理以配合 ID3 演算法衍生更精確的決策規則, 並提出一個結合模糊測度與演算法以 衍生決策規則的模式,文中並用實例來驗證此模式的可行性。 |
英文摘要 | Many decision support systems involve gained information. The key to the successful application decision support systems lies in how the qualitative and quantitative rules can be obtained. In this paper, we propose an approach to the rule generation problem for decision support systems. This approach constructs a prototype (Fuzzy lnduction-based Rule Generation Module, FIRGM) taht combines the utilization of ID3 algorithm and fuzzy measue theory to help generate rules and enhance the quality of the generated rules. Description of the prototype is provided. An example that is used to demonstrate the module is also delineated. |
本系統之摘要資訊系依該期刊論文摘要之資訊為主。