多框架知识的不一致性检测及其修正算法
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摘要
知识获取是文本挖掘中必要且重要的步骤之一,从文本中获取知识已成为了一种常用途径,然而不同文本知识源可能引起知识的不一性问题。为了保证所获取知识的一致性和精确性,分析了文本知识的不一致性类型,并提出了基于框架的不一致性检测和修正算法,为下一步的知识服务奠定了基础。实验结果表明所提出的不一致性处理方法是可行和有效的。
Knowledge acquisition is one of the necessary and important steps in text mining, and it has been a common way to acquire knowledge from texts. However, different texts knowledge resources may lead to knowledge inconsistency.In order to acquire consistency knowledge, this paper analyzes all kinds of inconsistency in texts, and provides corresponding inconsistency detection and revision algorithms. This step is very important for knowledge service. The experimental results show that the method is effective and feasible.
Knowledge acquisition is one of the necessary and important steps in text mining, and it has been a common way to acquire knowledge from texts. However, different texts knowledge resources may lead to knowledge inconsistency.In order to acquire consistency knowledge, this paper analyzes all kinds of inconsistency in texts, and provides corresponding inconsistency detection and revision algorithms. This step is very important for knowledge service. The experimental results show that the method is effective and feasible.
引文
[1]程显毅,朱倩.文本挖掘原理[M].北京:科学出版社,2010.
[2]江平,左春,陈宝兵.基于J2EE体系结构的保险电子商务系统的设计研究[J].计算机应用研究,2004(3):18-20.
[3]张奕男,吴刚.上下文不一致性检测及消除的研究[J].计算机科学,2011,38(9).
[4]朱雪峰,金芝.关于软件需求中的不一致性管理[J].软件学报,2005,16(7).
[5]Xie N.Research on the inconsistency checking in agricultural knowledge base[M]//Computer and computing technologies in agriculture VI.Berlin/Heidelberg:Springer,2013:290-296.
[6]王璐,张仰森,吴林.基于多知识源的语义搭配知识获取及表示方法[J].计算机工程,2012,38(20):391-392.
[7]周伟祝,宦婧.新的面向对象知识表示方法[J].计算机应用,2012,32(S2):16-18.
[8]Liu Bailin,Duan Mingye,Zhao Gang.An object frame knowledge representation approach for fault diagnosis expert system[J].Future Computer Sciences and Application,2011:74-76.
[9]施海虎,邢宣宇,李冬梅.面向主题会话的扩展语义框架[J].中文信息学报,2005,19(5).
[10]唐志杰.基于混合知识的多属性知识库知识表示和知识推理研究[D].上海:东华大学,2005.
[11]曹月芹.基于模糊知识粒度的混合属性约简算法[J].计算机工程与应用,2013,49(17):108-109.
[12]雷玉霞.基于本体的军事知识联通[D].北京:中国科学院,2002.
[13]Nguyen N T.Processing inconsistency of knowledge in determining knowledge of a collective[J].Cybernetics and Systems:An International Journal,2009,40(8):670-688.
[14]《中国自然医学杂志》编辑部.划分中老年人年龄的标准[J].中国自然医学杂志,2001,3(11).
[15]鹿文鹏,黄河燕.基于依存适配度的知识自动获取词义消岐方法[J].软件学报,2013,24(10).
[16]罗贝,吴洁,曹存根,等.从文本中获取植物知识方法的研究[J].计算机科学,2005,30(10):35-39.
[2]江平,左春,陈宝兵.基于J2EE体系结构的保险电子商务系统的设计研究[J].计算机应用研究,2004(3):18-20.
[3]张奕男,吴刚.上下文不一致性检测及消除的研究[J].计算机科学,2011,38(9).
[4]朱雪峰,金芝.关于软件需求中的不一致性管理[J].软件学报,2005,16(7).
[5]Xie N.Research on the inconsistency checking in agricultural knowledge base[M]//Computer and computing technologies in agriculture VI.Berlin/Heidelberg:Springer,2013:290-296.
[6]王璐,张仰森,吴林.基于多知识源的语义搭配知识获取及表示方法[J].计算机工程,2012,38(20):391-392.
[7]周伟祝,宦婧.新的面向对象知识表示方法[J].计算机应用,2012,32(S2):16-18.
[8]Liu Bailin,Duan Mingye,Zhao Gang.An object frame knowledge representation approach for fault diagnosis expert system[J].Future Computer Sciences and Application,2011:74-76.
[9]施海虎,邢宣宇,李冬梅.面向主题会话的扩展语义框架[J].中文信息学报,2005,19(5).
[10]唐志杰.基于混合知识的多属性知识库知识表示和知识推理研究[D].上海:东华大学,2005.
[11]曹月芹.基于模糊知识粒度的混合属性约简算法[J].计算机工程与应用,2013,49(17):108-109.
[12]雷玉霞.基于本体的军事知识联通[D].北京:中国科学院,2002.
[13]Nguyen N T.Processing inconsistency of knowledge in determining knowledge of a collective[J].Cybernetics and Systems:An International Journal,2009,40(8):670-688.
[14]《中国自然医学杂志》编辑部.划分中老年人年龄的标准[J].中国自然医学杂志,2001,3(11).
[15]鹿文鹏,黄河燕.基于依存适配度的知识自动获取词义消岐方法[J].软件学报,2013,24(10).
[16]罗贝,吴洁,曹存根,等.从文本中获取植物知识方法的研究[J].计算机科学,2005,30(10):35-39.