عنوان

Introduction to computational social science :

شابک

1447156617 (electronic bk.)

شابک

9781447156611 (electronic bk.)

شابک اشتباه

1447156609 (print)

شابک اشتباه

9781447156604

شابک اشتباه

9781447156604 (print)

شماره

dltt

عنوان اصلي

Introduction to computational social science :

نام عام مواد

[Book]

ساير اطلاعات عنواني

principles and applications /

نام نخستين پديدآور

Claudio Cioffi-Revilla

نام خاص و کميت اثر

1 online resource (xxxiii, 320 pages) :

ساير جزييات

illustrations (some color).

عنوان فروست

Texts in Computer Science,

شاپا ي ISSN فروست

1868-0941

متن يادداشت

Includes bibliographical references and index

متن يادداشت

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

بدون عنوان

0

متن يادداشت

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

شماره استاندارد بين المللي کتاب و موسيقي

9781447156604

شماره استاندارد بين المللي کتاب و موسيقي

9781447156611

موضوع مستند نشده

Social sciences-- Data processing.

موضوع مستند نشده

Social sciences-- Mathematical models.

موضوع مستند نشده

Computer Appl. in Social and Behavioral Sciences.

موضوع مستند نشده

Computer Science.

موضوع مستند نشده

Data Mining and Knowledge Discovery.

موضوع مستند نشده

Graph Theory.

موضوع مستند نشده

Methodology of the Social Sciences.

موضوع مستند نشده

Simulation and Modeling.

موضوع مستند نشده

COM018000

موضوع مستند نشده

J

موضوع مستند نشده

SOC000000

موضوع مستند نشده

UB

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Cioffi-Revilla, Claudio A.,1951-

مستند نام تنالگان تاييد نشده

Ohio Library and Information Network.

تاريخ عمليات

20150224074417.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y