Rule Base Partitioning for Constructing Meta-rule

doi:10.6138/JIT.2006.7.4.03

淡江大學機構典藏 > 工學院 > 資訊工程學系暨研究所 > 期刊論文 > Item 987654321/59965

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题名:	Rule Base Partitioning for Constructing Meta-rule
作者:	Lin, Shun-chieh;Wen, Chien-hao;Tseng, Shian-shyong;Lin, Yao-tsung
贡献者:	淡江大學資訊工程學系
关键词:	Rule base partition;Clustering;Similarity;Intrusion detection;Meta-rule extraction
日期:	2006-10-01
上传时间:	2011-10-05 22:31:01 (UTC+8)
出版者:	台北：臺灣學術網路管理委員會
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.
關聯:	Journal of Internet Technology=網際網路技術學刊 7(4), pp.333-343
DOI:	10.6138/JIT.2006.7.4.03
显示于类别:	[資訊工程學系暨研究所] 期刊論文

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