张瑞霞,张蕾. 基于知识图的汉语基本名词短语分析模型[J]. 中文信息学报, 2004, 18(3): 48-54.
ZHANG Rui-xia,ZHANG Lei. The Model for Chinese BaseNP Analysis Based on Knowledge Graphs. , 2004, 18(3): 48-54.
基于知识图的汉语基本名词短语分析模型
张瑞霞,张蕾
西北大学计算机系
The Model for Chinese BaseNP Analysis Based on Knowledge Graphs
ZHANG Rui-xia,ZHANG Lei
Department of Computer Science , Northwest University
Abstract:This paper puts forward a model for Chinese baseNP analysis based on knowledge graphs. By using knowledge graphs as the method for knowledge representation and imposing HowNet as the semantic knowledge resource and utilizing the strategy which uses the semantic information primarily and the syntactic information secondarily , the model firstly creates a word graph for every substantive in the Chinese baseNP , then it merges word graphs as a chunk graph , at last it obtains a chunk graph about the structural information and the semantic information of the Chinese baseNP. So it not only analyses the syntactic structure of the Chinese baseNP but also analyses the semantic relations among the structural components in the Chinese baseNP and expresses the semantic relations as a knowledge graph. The experiment result given in the end proves the model to be effective for Chinese baseNP analysis.
[1] 赵军,黄昌宁. 基于转换的汉语基本名词短语识别模型[J] . 中文信息学报,1999 ,13 (2) :1 - 7. [2] 赵军,黄昌宁. 汉语基本名词短语结构分析模型[J] . 计算机学报,1999 ,22 (2) :141 - 146. [3] 詹卫东. 面向中文信息处理的现代汉语短语结构规则研究[M] . 北京:清华大学出版社,广西科学技术出版社,2000. [4] C. Hoede and M. Willems. Knowledge Graphs and Natural Language [M] . The Netherlands : University of Twente , 1989. [5] C. Hoede and X.Li. Word Graphs : the First Set. ln : P.W. Eklund , G. Ellis and G.Mann. Conceptual Structures : Knowledge Representation as Interlingua , Auxiliary Proceedings of the 4th International Conference on Conceptual Structures[C] . Bondi Beach , Sydney , Australia , 1996 ,81 - 93. [6] C. Hoede and X.Liu. Word Graphs : the Second Set. In : M-L. Mugnier and M. Chein. Conceptual Structures : Theory , Tools and Applications , Proceeding of the 6th International Conference on Conceptual Structures[C] . Montpellier , 1998 ,375 - 389. [7] C. Hoede and L. Zhang. Word Graphs : The Third Set. ln : H. S. Delugach and G. Stumme. Conceptual Structures: Broadening the Base , Proceedings of 9th International Conference on Conceptual Structures [C] . CA , USA , 2001 ,15 - 27. [8] Lei Zhang. Knowledge Graph Theory and Structural Parsing [D] , Twente University Press , P. O. Box 217 , 7500AE Enschede , The Netherlands , 2002 , ISBN 9036518350. [9] 董振东,董强. 知网——知网简介[DB/OL] . http://www.keenage.com. [10] 李素建. 基于语义计算的语句相关度研究. 计算机工程与应用[J] ,2002 ,38 (7) :75 - 76 ,83.