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Pathways Between Social Science and Computational Social Science: Theories, Methods, and Interpretations - Couverture rigide
Synopsis
INTRODUCTION
The impact of Computational Social Science on the Social Sciences:
PART A: THEORY - DILEMMAS OF MODEL BUILDING AND INTERPRETATION
From Big Data to some deep thoughts - and back
Data driven modeling of complex networks of social interactions: Insight from ten years of explorative research
Formal design methods and the relation between simulation models and theory: A philosophy of science point of view
The social construction of knowledge in networks: Model testing with Dynamic Epistemic Logics
PART B: METHODOLOGICAL TOOLSETS
Discovering sociological knowledge through automated text analytics: Redefining the methodological foundations of sociology?
Combining scientific and non-scientific surveys to improve estimation and reduce costs
Harnessing the power of data science to grasp insights about human behavior, thinking and feeling from social media images
Computational modeling of characteristics conceptualized in an oppositional structure
PART C: NEW LOOK ON OLD ISSUES - RESEARCH DOMAINS REVISITED BY COMPUTATIONAL SOCIAL SCIENCE
Modeling gender (im)balance in the Big Data era: A novel spatio-temporal approach to latent variables
Agent-based organizational ecologies: Algorithmic approaches to study market structuration and evolution
"Who is your best friend in the Politburo?" Possibilities and restrictions of historical network research
Participatory budgeting algorithms
From Durkheim to machine learning: Finding the relevant sociological content related to in a social media discourse
EPILOGUE
Changing understanding in algorithmic societies: Exploring a new perception of social reality with Computational Social Science
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Tamás Rudas is Professor of Statistics in the Faculty of Social Sciences of the Eötvös Loránd University, Budapest. His main field of research is the development of methods of mathematical statistics and their applications in the social sciences.
Gábor L. Péli is a senior researcher at the Centre for Social Sciences, Hungarian Academy of Sciences Centre for Excellence and professor of sociology at the Károli Gáspár University of the Reformed Church in Hungary. His research interests are in the logical analysis of organizational discourse and behavior along with network approaches to organizations.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
- ÉditeurSpringer Nature Switzerland AG
- Date d'édition2021
- ISBN 10 3030549356
- ISBN 13 9783030549350
- ReliureRelié
- Langueanglais
- Nombre de pages275
- ÉditeurRudas Tamás, Péli Gábor
- Coordonnées du fabricantnon disponible
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Pathways Between Social Science and Computational Social Science: Theories, Methods, and Interpretations (Computational Social Sciences) [Hardcover] Rudas, Tamás and Péli, Gábor
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ISBN 10 : 3030549356
ISBN 13 : 9783030549350
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Pathways Between Social Science and Computational Social Science
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ISBN 10 : 3030549356
ISBN 13 : 9783030549350
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Demonstrates theoretical, methodological and topical pathways between traditional and computational social science Uses these pathways to improve the interpretative power of traditional social science. N° de réf. du vendeur 448684494
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Pathways Between Social Science and Computational Social Science : Theories, Methods, and Interpretations
Edité par
Springer International Publishing, 2021
ISBN 10 : 3030549356
ISBN 13 : 9783030549350
Neuf
Couverture rigide
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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This volume shows that the emergence of computational social science (CSS) is an endogenous response to problems from within the social sciences and not exogeneous. The three parts of the volume address various pathways along which CSS has been developing from and interacting with existing research frameworks. The first part exemplifies how new theoretical models and approaches on which CSS research is based arise from theories of social science. The second part is about methodological advances facilitated by CSS-related techniques. The third part illustrates the contribution of CSS to traditional social science topics, further attesting to the embedded nature of CSS. The expected readership of the volume includes researchers with a traditional social science background who wish to approach CSS, experts in CSS looking for substantive links to more traditional social science theories, methods and topics, and finally, students working in both fields. N° de réf. du vendeur 9783030549350
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Pathways Between Social Science and Computational Social Science
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ISBN 10 : 3030549356
ISBN 13 : 9783030549350
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This volume shows that the emergence of computational social science (CSS) is an endogenous response to problems from within the social sciences and not exogeneous. The three parts of the volume address various pathways along which CSS has been developing from and interacting with existing research frameworks. The first part exemplifies how new theoretical models and approaches on which CSS research is based arise from theories of social science. The second part is about methodological advances facilitated by CSS-related techniques. The third part illustrates the contribution of CSS to traditional social science topics, further attesting to the embedded nature of CSS. The expected readership of the volume includes researchers with a traditional social science background who wish to approach CSS, experts in CSS looking for substantive links to more traditional social science theories, methods and topics, and finally, students working in both fields. 296 pp. Englisch. N° de réf. du vendeur 9783030549350
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Pathways Between Social Science and Computational Social Science
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ISBN 13 : 9783030549350
Neuf
Couverture rigide
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Buch. Etat : Neu. Neuware -This volume shows that the emergence of computational social science (CSS) is an endogenous response to problems from within the social sciences and not exogeneous. The three parts of the volume address various pathways along which CSS has been developing from and interacting with existing research frameworks. The first part exemplifies how new theoretical models and approaches on which CSS research is based arise from theories of social science. The second part is about methodological advances facilitated by CSS-related techniques. The third part illustrates the contribution of CSS to traditional social science topics, further attesting to the embedded nature of CSS. The expected readership of the volume includes researchers with a traditional social science background who wish to approach CSS, experts in CSS looking for substantive links to more traditional social science theories, methods and topics, and finally, students working in both fields.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 296 pp. Englisch. N° de réf. du vendeur 9783030549350
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