Theory and algorithm for rule base refinement

	Theory and algorithm for rule base refinement
	Zhuge, H ; Sun, YC ; Guo, WY
	2003
发表期刊	DEVELOPMENTS IN APPLIED ARTIFICIAL INTELLIGENCE
ISSN	0302-9743
卷号	2718 页码:187-196
摘要	Rule base refinement plays an important role in enhancing the efficacy and efficiency of utilizing a rule base. A rule base concerns three types of redundancies: implication-rule redundancy; abstraction-rule redundancy and dead-end-condition redundancy. This paper proposes two approaches: one is to remove implication redundant rules by using the closure of literal set and the other is to remove abstraction redundant rules by using rule-abstraction. We have developed a software tool to support the first approach. Experiments show that the tool can work correctly and efficiently. The proposed approach can be applied to more application fields.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000184852400019
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/13614
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhuge, H
作者单位	1.Chinese Acad Sci, Comp Technol Inst, Key Lab Intelligent Informat Proc, Knowledge Grid Res Grp, Beijing 100080, Peoples R China 2.Beijing Normal Univ, Dept Comp Sci, Coll Informat Sci, Beijing 100875, Peoples R China
推荐引用方式 GB/T 7714	Zhuge, H,Sun, YC,Guo, WY. Theory and algorithm for rule base refinement[J]. DEVELOPMENTS IN APPLIED ARTIFICIAL INTELLIGENCE,2003,2718:187-196.
APA	Zhuge, H,Sun, YC,&Guo, WY.(2003).Theory and algorithm for rule base refinement.DEVELOPMENTS IN APPLIED ARTIFICIAL INTELLIGENCE,2718,187-196.
MLA	Zhuge, H,et al."Theory and algorithm for rule base refinement".DEVELOPMENTS IN APPLIED ARTIFICIAL INTELLIGENCE 2718(2003):187-196.