DocumentCode
266114
Title
Objective information theory: A Sextuple model and 9 kinds of metrics
Author
Jianfeng Xu ; Jun Tang ; Xuefeng Ma ; Bin Xu ; Yanli Shen ; Yongjie Qiao
Author_Institution
China Acad. of Electron. & Inf. Technol., Beijing, China
fYear
2014
fDate
27-29 Aug. 2014
Firstpage
793
Lastpage
802
Abstract
In the contemporary era, the importance of information is undisputed, but there has never been a common understanding of information, nor a unanimous conclusion to the researches on information metrics. Based on the previous studies, this paper analyzes the important achievements in the researches of the properties and metrics of information as well as their main insufficiencies, and discusses the essence and connotation, the mathematical expressions and other basic problems related to information. On the basis of the understanding of the objectivity of information, it proposes the definitions and a Sextuple model of objective information; discusses the basic properties of information, and brings forward the definitions and mathematical expressions of nine kinds of metrics of information, i.e., extensity, detailedness, sustainability, richness, containability, delay, distribution, validity and matchability. Through these, this paper establishes a basic theory frame of Objective Information Theory to support the analysis and research on information and information system systematically and comprehensively.
Keywords
information theory; mathematical analysis; information metrics; information objectivity; information system; mathematical expressions; objective information theory; sextuple model; Entropy; Information systems; Information theory; Mathematical model; Measurement; Ontologies; Reflection; information; metrics; objective information theory; sextuple model;
fLanguage
English
Publisher
ieee
Conference_Titel
Science and Information Conference (SAI), 2014
Conference_Location
London
Print_ISBN
978-0-9893-1933-1
Type
conf
DOI
10.1109/SAI.2014.6918277
Filename
6918277
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