LEADER 03390nam 2200481 450 001 996495170603316 005 20231110231107.0 010 $a3-031-10094-8 035 $a(MiAaPQ)EBC7107439 035 $a(Au-PeEL)EBL7107439 035 $a(CKB)24996006200041 035 $a(PPN)265859867 035 $a(EXLCZ)9924996006200041 100 $a20230303d2022 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 14$aThe evolution of chemical knowledge $ea formal setting for its analysis /$fJu?rgen Jost, Guillermo Restrepo 210 1$aCham, Switzerland :$cSpringer,$d[2022] 210 4$d©2022 215 $a1 online resource (130 pages) 225 1 $aWissenschaft und Philosophie - Science and Philosophy - Sciences et Philosophie 311 08$aPrint version: Jost, Jürgen The Evolution of Chemical Knowledge Cham : Springer International Publishing AG,c2022 9783031100932 320 $aIncludes bibliographical references and index. 327 $aIntro -- Foreword -- Preface -- Acknowledgements -- Contents -- Part I Chemical Knowledge as a Complex Dynamical System -- 1 Introduction -- 1.1 Knowledge and Scientific Knowledge -- 1.2 Chemical Knowledge at the Centre of Material, Social and Semiotic Interactions -- 1.3 Chemistry's Benefits from Studying the Evolution of its Knowledge -- 2 Modelling the Evolution of Chemical Knowledge -- 2.1 Systems and Complex Systems -- 2.2 Chemical Knowledge and its Three Systems -- 2.2.1 The Social System -- 2.2.2 The Semiotic System -- 2.2.3 The Material System -- 3 Evolution of the Constitutive Systems of Chemical Knowledge -- 3.1 Evolution of the Social System -- 3.2 Evolution of the Semiotic System -- 3.3 Evolution of the Material System -- 4 Interactions Between Systems, Their Differences and Environments -- 4.1 Material-Semiotic Interactions -- 4.2 Social-Semiotic Interactions -- 4.3 Material-Social Interactions -- 4.4 Lavoisier: Bridging Systems of Chemical Knowledge -- 4.5 Interactions Between the Material, the Semiotic and the Social System of Chemistry -- 4.6 Differences Among the Constitutive Systems of Chemical Knowledge and Their Temporalities -- 4.7 Environments of the Constitutive Systems of Chemical Knowledge -- Part II Data and Mathematical and Computational Formalisms for the Analysis of Chemical Knowledge -- 5 Data -- 5.1 Material System -- 5.2 Social System -- 5.3 Semiotic System -- 6 Methods -- 6.1 Hypergraphs -- 6.2 Complexity Measures -- 6.3 Time Series Analysis -- 6.4 Statistical Physics Methods -- 6.5 Agent-Based Modelling -- 6.6 Language Theory -- 6.7 Formal Concept Analysis -- 6.8 Text Analysis and Computational Semiotics/Semantics -- 6.9 Machine Learning -- 7 Conclusions and Outlook -- References -- Index. 410 0$aWissenschaft und Philosophie - Science and Philosophy - Sciences et Philosophie 606 $aChemistry 606 $aHistòria de la química$2thub 608 $aLlibres electrònics$2thub 615 0$aChemistry. 615 7$aHistòria de la química 676 $a737 700 $aJost$b Ju?rgen$054734 702 $aRestrepo$b Guillermo 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996495170603316 996 $aThe Evolution of Chemical Knowledge$92929642 997 $aUNISA