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Improving multilingual semantic interoperation in cross-organizational enterprise systems through concept disambiguation
Jingzhi Guo1; Li Da Xu2,3; Guangyi Xiao1; Zhiguo Gong1
2012
Source PublicationIEEE Transactions on Industrial Informatics
ISSN15513203
Volume8Issue:3Pages:647
Abstract

For the multilingual semantic interoperations in cross-organizational enterprise systems and e-commerce systems, semantic consistency is a research issue that has not been well resolved. This paper contributes to improving multilingual semantic interoperation by proposing a concept-connected near synonym (NSG) framework for concept disambiguation. NSG framework provides a vocabulary preprocessing process of collaborative vocabulary editing, which further ensures semantically consistent vocabulary for building semantically consistent business processes and documents between context-different information systems. The vocabulary preprocessing offered by NSG automates the process of finding potential near synonym sets and identifying collaboratively editable near synonym sets. The realization of NSG framework includes a probability model that computes concept values between concepts based on a newly introduced semantic relatedness methodSRCT. In this paper, SRCT-based methods are implemented and compared with some existing semantic relatedness methods. Experiments have shown that SRCT-based methods outperform the existing methods. This paper has made an improvement on the existing methods of semantic relatedness and reduces the collaboration cost of collaborative vocabulary editing. © 2005-2012 IEEE.

KeywordData Engineering Enterprise Systems Industrial Informatics Interenterprise Multilingual Interoperation Knowledge Management Text Analysis Understandability
DOIhttp://doi.org/10.1109/TII.2012.2188899
URLView the original
Indexed BySCI
Language英语
WOS Research AreaAutomation & Control Systems ; Engineering ; Computer Science
WOS SubjectAutomation & Control Systems ; Computer Science, Interdisciplinary Applications ; Engineering, Industrial
WOS IDWOS:000307002700022
The Source to ArticleScopus
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Citation statistics
Cited Times [WOS]:73   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Affiliation1.the University of Macau, Taipa, Macao
2.the Old Dominion University, Norfolk, VA 23529, USA
3.the Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China
First Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Jingzhi Guo,Li Da Xu,Guangyi Xiao,et al. Improving multilingual semantic interoperation in cross-organizational enterprise systems through concept disambiguation[J]. IEEE Transactions on Industrial Informatics,2012,8(3):647.
APA Jingzhi Guo,Li Da Xu,Guangyi Xiao,&Zhiguo Gong.(2012).Improving multilingual semantic interoperation in cross-organizational enterprise systems through concept disambiguation.IEEE Transactions on Industrial Informatics,8(3),647.
MLA Jingzhi Guo,et al."Improving multilingual semantic interoperation in cross-organizational enterprise systems through concept disambiguation".IEEE Transactions on Industrial Informatics 8.3(2012):647.
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