Institute of Computing Technology, Chinese Academy IR
Theory and algorithm for rule base refinement | |
Zhuge, H; Sun, YC; Guo, WY | |
2003 | |
发表期刊 | DEVELOPMENTS IN APPLIED ARTIFICIAL INTELLIGENCE
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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 | |
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. |
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