特定领域概念间关系自动抽取方法  

Hybrid Automatic Extraction Method of Relationships Between Specific Domain Concepts

作　　者：杨月华[1,2,3] 杜军平[1,2] 平源[3] 

机构地区：[1]北京邮电大学计算机学院,北京100876 [2]北京邮电大学智能通信软件与多媒体北京市重点实验室,北京100876 [3]许昌学院信息工程学院,河南许昌461000

出　　处：《北京邮电大学学报》2013年第5期81-85,共5页Journal of Beijing University of Posts and Telecommunications

基　　金：国家自然科学基金项目(91024001;61070142;61303232);北京市自然科学基金项目(4111002);河南省教育厅基金项目(13A413750;13A413747);河南省自然科学基金项目(132300410393)

摘　　要：以突发事件领域为例,针对本体构建中领域概念间关系自动抽取的问题,提出了一种混合的领域概念间关系自动抽取方法,将领域概念间的关系分成关系类型未知和已知2种情况,并分别基于扩展关联规则和关系抽取规则进行抽取,同时提出了构造和自动扩展关系抽取规则的方法.实验结果表明,所提出的方法是可行和有效的,不仅能获得特定领域中存在的丰富的语义关系,而且能获得较好的性能.Aiming at automatic extraction of relationships between domain concepts in ontology construc- tion, a hybrid automatic extraction method is proposed. The relationships existing in domain concepts are classified into two kinds： one is the relationships with unknown types extracted by the extended associa- tion rule; the other is the relationships with the known types extracted by extraction rules. Meanwhile, the formation and expansion methods of extraction rules are presented. Experiments demonstrate that the proposed method is feasible and effective. It can not only obtain rich relationships in special domain, but also obtain better performance.

关 键 词：混合关系抽取算法 扩展关联规则 抽取规则 

分 类 号：TP391.4[自动化与计算机技术—计算机应用技术]