教師資料查詢 | 類別: 期刊論文 | 教師: 林順傑 LIN, SHUN-CHIEH (瀏覽個人網頁)

標題:Rule Base Partitioning for Constructing Meta-rule
學年
學期
出版(發表)日期2006/10/01
作品名稱Rule Base Partitioning for Constructing Meta-rule
作品名稱(其他語言)
著者Lin, Shun-chieh; Wen, Chien-hao; Tseng, Shian-shyong; Lin, Yao-tsung
單位淡江大學資訊工程學系
出版者台北臺灣學術網路管理委員會
著錄名稱、卷期、頁數Journal of Internet Technology=網際網路技術學刊 7(4), pp.333-343
摘要Expert system technology becomes more and more important for next generation computer systems. A rule base is a widely used approach to construct an expert system, where knowledge and expertise are represented as production rules. However, due to the growth of rule base usage, the scale of rule base is increasing and hence many management related issues arise. By considering not only the structural relatedness between rules but also the semantic relatedness of rules, RP-MES is proposed combining both rule base partitioning mechanism and meta-rule construction mechanism to solve these issues in this paper. An Intrusion Detection prototype System is also designed and implemented based on RP-MES, and some experiments have been done to evaluate the system performance. The experimental results show that RP-MES can improve the accuracy of the inference results, and that the performance of RP-MES is better than that of original rule base without partitioning.
關鍵字
語言英文
ISSN1607-9264
期刊性質國內
收錄於EI;
產學合作
通訊作者
審稿制度
國別中華民國
公開徵稿
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