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Concept evolution analysis based on the Dissipative Structure of Concept Semantic Space

文献类型：期刊论文

作者Wei, Xiao1,2,3; Zeng, Daniel Dajun2; Luo, Xiangfeng1
刊名FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
出版日期2018-04-01
卷号81页码:384-394
关键词Concept Semantic Space Dissipative Structure Concept Evolution Text Semantic Cyber-physical System
DOI10.1016/j.future.2017.10.042
文献子类Article
英文摘要In the domain of text semantic processing, concept semantic evolution is a common phenomenon involved in the lasting process of a concept's formation and development at different stages, which leads concept evolution analysis to be difficult in identifying concept evolution states. To solve the problem, the paper proposes a method of concept evolution analysis based on the Dissipative Structure of Concept Semantic Space (CSS). First, a CSS is constructed as surroundings where a concept forms and its semantic evolves. Second, an analogy is made with thermodynamics and the theory of Dissipative Structure is applied to CSS, which models the changing process of CSS from the disordered to the ordered. Third, the evolution of concept is analyzed based on the Dissipative Structure of CSS. Finally, the proposed method is verified by an application and experiments. (C) 2017 Elsevier B.V. All rights reserved.
WOS关键词KNOWLEDGE ; NETWORKS ; ONTOLOGY
WOS研究方向Computer Science
语种英语
WOS记录号WOS:000423652200034
资助机构Science Foundation of Shanghai(16ZR1435500) ; Foundation for Innovative Research Groups of the National Natural Science Foundation of China(71621002)
源URL[http://ir.ia.ac.cn/handle/173211/21944]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_互联网大数据与安全信息学研究中心
作者单位1.Shanghai Univ, Sch Comp Engn & Sci, Shanghai, Peoples R China
2.Chinese Acad Sci, Inst Automat, Beijing, Peoples R China
3.Shanghai Inst Technol, Shanghai, Peoples R China
推荐引用方式
GB/T 7714		 Wei, Xiao,Zeng, Daniel Dajun,Luo, Xiangfeng. Concept evolution analysis based on the Dissipative Structure of Concept Semantic Space[J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE,2018,81:384-394.
APA Wei, Xiao,Zeng, Daniel Dajun,&Luo, Xiangfeng.(2018).Concept evolution analysis based on the Dissipative Structure of Concept Semantic Space.FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE,81,384-394.
MLA Wei, Xiao,et al."Concept evolution analysis based on the Dissipative Structure of Concept Semantic Space".FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE 81(2018):384-394.

入库方式： OAI收割

来源：自动化研究所

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