Rule Base Partitioning for Constructing Meta-rule
學年 95
學期 1
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 en
ISSN 1607-9264
期刊性質 國內
收錄於 EI
產學合作
通訊作者
審稿制度
國別 TWN
公開徵稿
出版型式 ,紙本
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