Concept evolution analysis based on the Dissipative Structure of Concept Semantic Space
Wei, Xiao1,2,3; Zeng, Daniel Dajun2; Luo, Xiangfeng1
Source PublicationFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
2018-04-01
Volume81Pages:384-394
SubtypeArticle
AbstractIn 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.
KeywordConcept Semantic Space Dissipative Structure Concept Evolution Text Semantic Cyber-physical System
WOS HeadingsScience & Technology ; Technology
DOI10.1016/j.future.2017.10.042
WOS KeywordKNOWLEDGE ; NETWORKS ; ONTOLOGY
Indexed BySCI ; SSCI
Language英语
Funding OrganizationScience Foundation of Shanghai(16ZR1435500) ; Foundation for Innovative Research Groups of the National Natural Science Foundation of China(71621002)
WOS Research AreaComputer Science
WOS SubjectComputer Science, Theory & Methods
WOS IDWOS:000423652200034
Citation statistics
Cited Times:2[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/21944
Collection复杂系统管理与控制国家重点实验室_互联网大数据与信息安全
Affiliation1.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
Recommended Citation
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.
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