• 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