03390nam 2200481 450 99649517060331620231110231107.03-031-10094-8(MiAaPQ)EBC7107439(Au-PeEL)EBL7107439(CKB)24996006200041(PPN)265859867(EXLCZ)992499600620004120230303d2022 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierThe evolution of chemical knowledge a formal setting for its analysis /Jürgen Jost, Guillermo RestrepoCham, Switzerland :Springer,[2022]©20221 online resource (130 pages)Wissenschaft und Philosophie - Science and Philosophy - Sciences et Philosophie Print version: Jost, Jürgen The Evolution of Chemical Knowledge Cham : Springer International Publishing AG,c2022 9783031100932 Includes bibliographical references and index.Intro -- 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.Wissenschaft und Philosophie - Science and Philosophy - Sciences et Philosophie ChemistryHistòria de la químicathubLlibres electrònicsthubChemistry.Història de la química737Jost Jürgen54734Restrepo GuillermoMiAaPQMiAaPQMiAaPQBOOK996495170603316The Evolution of Chemical Knowledge2929642UNISA