عنوان

Introduction to computational social science :

1447156617 (electronic bk.)

9781447156611 (electronic bk.)

1447156609 (print)

9781447156604

9781447156604 (print)

dltt

Introduction to computational social science :

[Book]

principles and applications /

Claudio Cioffi-Revilla

1 online resource (xxxiii, 320 pages) :

illustrations (some color).

Texts in Computer Science,

1868-0941

Includes bibliographical references and index

Introduction -- Computation and Social Science -- Automated Information Extraction -- Social Networks -- Social Complexity I: Origins and Measurement -- Social Complexity II: Laws -- Social Complexity III: Theories -- Simulations I: Methodology -- Simulations II: Variable-Oriented Models -- Simulations III: Object-Oriented Models

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The emerging field of computational social science (CSS) is devoted to the pursuit of interdisciplinary social science research from an information processing perspective, through the medium of advanced computing and information technologies. This reader-friendly textbook/reference is the first work of its kind to provide a comprehensive and unified Introduction to Computational Social Science. Four distinct methodological approaches are examined in particular detail, namely automated social information extraction, social network analysis, social complexity theory, and social simulation modeling. The coverage of each of these approaches is supported by a discussion of the historical context and motivations, as well as by a list of recommended texts for further reading. Topics and features: Describes the scope and content of each area of CSS, covering topics on information extraction, social networks, complexity theory, and social simulations Highlights the main theories of the CSS paradigm as causal explanatory frameworks that shed new light on the nature of human and social dynamics. Explains how to distinguish and analyze the different levels of analysis of social complexity using computational approaches. Discusses a number of methodological tools, including extracting entities from text, computing social network indices, and building an agent-based model. Presents the main classes of entities, objects, and relations common to the computational analysis of social complexity. Examines the interdisciplinary integration of knowledge in the context of social phenomena. This unique, clearly-written textbook is essential reading for graduate and advanced undergraduate students planning on embarking on a course on computational social science, or wishing to refresh their knowledge of the fundamental aspects of this exciting field

9781447156604

9781447156611

Social sciences-- Data processing.

Social sciences-- Mathematical models.

Computer Appl. in Social and Behavioral Sciences.

Computer Science.

Data Mining and Knowledge Discovery.

Graph Theory.

Methodology of the Social Sciences.

Simulation and Modeling.

COM018000

J

SOC000000

UB

Cioffi-Revilla, Claudio A.,1951-

Ohio Library and Information Network.

20150224074417.0

pn

[Book]

Y