Generating a multilingual taxonomy based on multilingual terminology clustering
ZHANG Chengzhi; ZHANG Chengzhi (Email: zhangchz@istic.ac.cn)
2011-10-31
Source PublicationChinese Journal of Library and Information Science
ISSN1674-3393
Volume4Issue:2Pages:27-40
Abstract

Taxonomy denotes the hierarchical structure of a knowledge organization system. It has important applications in knowledge navigation, semantic annotation and semantic search. It is a useful instrument to study the multilingual taxonomy generated automatically under the dynamic information environment in which massive amounts of information are processed and found. Multilingual taxonomy is the core component of the multilingual thesaurus or ontology. This paper presents two methods of bilingual generated taxonomy: Cross-language terminology clustering and mixed-language based terminology clustering. According to our experimental results of terminology clustering related to four specific subject domains, we found that if the parallel corpus is used to cluster multilingual terminologies, the method of using mixed-language based terminology clustering outperforms that of using the cross-language terminology clustering.

KeywordMultilingual Taxonomy Multilingual Terminology Clustering Cross-language Terminology Clustering Parallel Corpus Mixed Language
Subject Area编辑出版
URL查看原文
Funding OrganizationThis work is jointly supported by the National Natural Science Foundation of China (Grant No.: 70903032) and the Foundation for Humanities and Social Science of the Chinese Ministry of Education (Grant No.: 08JC870007).
Document Type期刊论文
Identifierhttp://ir.las.ac.cn/handle/12502/5406
CollectionJournal of Data and Information Science_Chinese Journal of Library and Information Science-2011
Corresponding AuthorZHANG Chengzhi (Email: zhangchz@istic.ac.cn)
Recommended Citation
GB/T 7714
ZHANG Chengzhi,ZHANG Chengzhi . Generating a multilingual taxonomy based on multilingual terminology clustering[J]. Chinese Journal of Library and Information Science,2011,4(2):27-40.
APA ZHANG Chengzhi,&ZHANG Chengzhi .(2011).Generating a multilingual taxonomy based on multilingual terminology clustering.Chinese Journal of Library and Information Science,4(2),27-40.
MLA ZHANG Chengzhi,et al."Generating a multilingual taxonomy based on multilingual terminology clustering".Chinese Journal of Library and Information Science 4.2(2011):27-40.
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