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

doi:10.1016/j.future.2017.10.042

CORC > 自动化研究所 > 中国科学院自动化研究所 > 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

	Concept evolution analysis based on the Dissipative Structure of Concept Semantic Space
	Wei, Xiao 1,2,3; Zeng, Daniel Dajun2 ; Luo, Xiangfeng 1
刊名	FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
	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
DOI	10.1016/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)
内容类型	期刊论文
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.