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

doi:10.1016/j.future.2017.10.042

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 互联网大数据与信息安全

	Concept evolution analysis based on the Dissipative Structure of Concept Semantic Space
	Wei, Xiao 1,2,3; Zeng, Daniel Dajun2 ; Luo, Xiangfeng 1
发表期刊	FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
	2018-04-01
卷号	81 页码:384-394
文章类型	Article
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.
关键词	Concept Semantic Space Dissipative Structure Concept Evolution Text Semantic Cyber-physical System
WOS标题词	Science & Technology ; Technology
DOI	10.1016/j.future.2017.10.042
关键词[WOS]	KNOWLEDGE ; NETWORKS ; ONTOLOGY
收录类别	SCI ; SSCI
语种	英语
项目资助者	Science Foundation of Shanghai(16ZR1435500) ; Foundation for Innovative Research Groups of the National Natural Science Foundation of China(71621002)
WOS研究方向	Computer Science
WOS类目	Computer Science, Theory & Methods
WOS记录号	WOS:000423652200034
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/21944
专题	多模态人工智能系统全国重点实验室_互联网大数据与信息安全
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
第一作者单位	中国科学院自动化研究所
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.