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知识发现中的因果关联规则挖掘研究

崔阳 杨炳儒

计算机工程与应用2009,Vol.45Issue(31):9-11,14,4.
计算机工程与应用2009,Vol.45Issue(31):9-11,14,4.DOI:10.3778/j.issn.1002-8331.2009.31.003

知识发现中的因果关联规则挖掘研究

Research on causal association rule mining in knowledge discovery

崔阳 1杨炳儒1

作者信息

  • 1. 北京科技大学,信息工程学院,北京,100083
  • 折叠

摘要

Abstract

Causal association rule is one kind of important and available knowledge in knowledge base.In this paper,some special properties of causal relation are discussed at first,and then research on represention,mining and evaluation of causal association rule is introduced in detail based on language field and generalized inductive logic causal model.Finally,a new concept of hidden causal association rule is prospected .The application of language field and reasoning mechanism make the process of mining and evaluation of causal association rule logical and extensible.

关键词

因果关联规则/语言场/知识发现/隐含因果关联规则

Key words

causal association rule/language field/knowledge discovery/hidden causal association rule/hidden causal association rule

分类

信息技术与安全科学

引用本文复制引用

崔阳,杨炳儒..知识发现中的因果关联规则挖掘研究[J].计算机工程与应用,2009,45(31):9-11,14,4.

基金项目

国家自然科学基金(the National Natural Science Foundation of China under Grant No.60675030). (the National Natural Science Foundation of China under Grant No.60675030)

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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