LEADER 04811nam 2200625 a 450 001 9910780891003321 005 20230725041518.0 010 $a1-282-76050-5 010 $a9786612760501 010 $a981-283-549-0 035 $a(CKB)2490000000001774 035 $a(EBL)1679729 035 $a(OCoLC)768264217 035 $a(SSID)ssj0000429640 035 $a(PQKBManifestationID)12192939 035 $a(PQKBTitleCode)TC0000429640 035 $a(PQKBWorkID)10430832 035 $a(PQKB)10980868 035 $a(MiAaPQ)EBC1679729 035 $a(WSP)00000633 035 $a(Au-PeEL)EBL1679729 035 $a(CaPaEBR)ebr10422355 035 $a(CaONFJC)MIL276050 035 $a(EXLCZ)992490000000001774 100 $a20100428d2010 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aTheory of information$b[electronic resource] $efundamentality, diversity and unification /$fMark Burgin 210 $aHackensack, N.J. $cWorld Scientific$d2010 215 $a1 online resource (689 p.) 225 1 $aWorld Scientific series in information studies,$x1793-7876 ;$vv. 1 300 $aDescription based upon print version of record. 311 $a981-283-548-2 320 $aIncludes bibliographical references and index. 327 $aContents; Preface; Acknowledgments; 1. Introduction; 1.1 How Do We Know What Information Is?; 1.2 Information in Society; 1.3 Information in Nature; 1.4 Technological Aspects of Information; 1.5 Structure of the Book; 2. General Theory of Information; 2.1 Signs, Symbols and the World; 2.2 What Information Is: Information Ontology; 2.3 How to Measure Information: Information Axiology; 2.4 Types and Properties of Information: Information Typology; 2.5 Information, Data, and Knowledge; 2.6 Emotions and Information; 3. Statistical Information Theory; 3.1 Information and Communication 327 $a3.2 Information and Entropy3.3 Quantum Information; 3.4 Information and Problem Solving; 3.5 Axiomatization of Information Measurement; 3.6 Information in Physics; 4. Semantic Information Theory; 4.1 Three Dimensions of Information; 4.2 Logical Approach of Bar-Hillel and Carnap, Hintikka, and others: Logic in Information; 4.3 Knowledge-base Approach of Mackay, Shreider, Brooks, Mizzaro, and others: Knowledge from Information; 5. Algorithmic Information Theory; 5.1 Information, Algorithms, and Complexity; 5.2 Algorithmic Information Theory based on Recursive Algorithms: Recursive Approach 327 $a5.3 Algorithmic Information Theory based on Inductive Algorithms: Inductive Approach5.4 Conditional Information Size as a Relative Information Measure: Relativistic Approach; 5.5 Dual Complexity and Information Measures: Axiomatic Approach in Algorithmic Information Theory; 6. Pragmatic Information Theory; 6.1 Economic Approach of Marschak: Cost of Information; 6.2 Mission-Oriented Approach: Value, Cost, and Quality of Information; 6.3 Transformational Approach of Mazur: Impetus of Information; 7. Dynamics of Information 327 $a7.1 Information Flow in the Approach of Dretske, Barwise and Seligman: Information Process7.2 Operator Approach of Chechkin: Information Action; 7.3 Information Algebra and Geometry; 7.3.1 Interpreted Information Algebra; 7.3.2 Abstract Information Algebra; 7.3.3 Information Geometry; 8. Conclusion; Appendix: Mathematical Foundations of Information Theory; Appendix A: Set Theoretical Foundations; Appendix B: Elements of the Theory of Algorithms; Appendix C: Elements of Logic; Appendix D: Elements of Algebra and Category Theory; Appendix E: Elements of Probability Theory 327 $aAppendix F: Numbers and Numerical FunctionsAppendix G: Topological, Metric and Normed Spaces; Bibliography; Subject Index 330 $a This unique volume presents a new approach - the general theory of information - to scientific understanding of information phenomena. Based on a thorough analysis of information processes in nature, technology, and society, as well as on the main directions in information theory, this theory synthesizes existing directions into a unified system. The book explains how this theory opens new kinds of possibilities for information technology, information sciences, computer science, knowledge engineering, psychology, linguistics, social sciences, and education. The book also gives a broad 410 0$aWorld Scientific series in information studies ;$vv. 1. 606 $aInformation theory 615 0$aInformation theory. 676 $a003/.54 700 $aBurgin$b Mark$01537987 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910780891003321 996 $aTheory of information$93787672 997 $aUNINA