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The evolution of chemical knowledge : a formal setting for its analysis / / Jürgen Jost, Guillermo Restrepo
The evolution of chemical knowledge : a formal setting for its analysis / / Jürgen Jost, Guillermo Restrepo
Autore Jost Jürgen
Pubbl/distr/stampa Cham, Switzerland : , : Springer, , [2022]
Descrizione fisica 1 online resource (130 pages)
Disciplina 737
Collana Wissenschaft und Philosophie - Science and Philosophy - Sciences et Philosophie
Soggetto topico Chemistry
Història de la química
Soggetto genere / forma Llibres electrònics
ISBN 3-031-10094-8
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 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.
Record Nr. UNINA-9910616396403321
Jost Jürgen  
Cham, Switzerland : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
The evolution of chemical knowledge : a formal setting for its analysis / / Jürgen Jost, Guillermo Restrepo
The evolution of chemical knowledge : a formal setting for its analysis / / Jürgen Jost, Guillermo Restrepo
Autore Jost Jürgen
Pubbl/distr/stampa Cham, Switzerland : , : Springer, , [2022]
Descrizione fisica 1 online resource (130 pages)
Disciplina 737
Collana Wissenschaft und Philosophie - Science and Philosophy - Sciences et Philosophie
Soggetto topico Chemistry
Història de la química
Soggetto genere / forma Llibres electrònics
ISBN 3-031-10094-8
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 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.
Record Nr. UNISA-996495170603316
Jost Jürgen  
Cham, Switzerland : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui