PofoliaShared via Pofolia

· 2012· Book chapter

Agent‐Based Computational Sociology

Flaminio Squazzoni

Short summary

This book introduces agent-based modeling (ABM) as a computational approach to analyze complex social phenomena arising from agent interactions, offering a method for analytical sociology.

AI-generated from the title and abstract; the full text is not read.

Key points

  • Agent-based modeling (ABM) offers a method to study complex social phenomena driven by agent interactions.
  • The book provides a comprehensive introduction to ABM's epistemological, theoretical, and methodological features in sociology.
  • It explores combining quantitative/qualitative and micro/macro analysis within ABM.
  • Guidance is offered on posing research questions, building models, and validating simulation results.
  • Examples of ABM are presented for crucial sociological issues.

AI-generated from the title and abstract; the full text is not read.

Abstract

Most of the intriguing social phenomena of our time, such as international terrorism, social inequality, and urban ethnic segregation, are consequences of complex forms of agent interaction that are difficult to observe methodically and experimentally. This book looks at a new research stream that makes use of advanced computer simulation modelling techniques to spotlight agent interaction that allows us to explain the emergence of social patterns. It presents a method to pursue analytical sociology investigations that look at relevant social mechanisms in various empirical situations, such as markets, urban cities, and organisations.
\n This book: 
\n•Provides a comprehensive introduction to epistemological, theoretical and methodological features of agent-based modelling in sociology through various discussions and examples.
\n •Presents the pros and cons of using agent-based models in sociology. 
\n•Explores agent-based models in combining quantitative and qualitative aspects, and micro- and macro levels of analysis.
\n •Looks at how to pose an agent-based research question, identifying the model building blocks, and how to validate simulation results.
\n •Features examples of agent-based models that look at crucial sociology issues.
\n •Supported by an accompanying website featuring data sets and code for the models included in the book.
\n 
\nAgent-Based Computational Sociology is written in a common sociological language and features examples of models that look at all the traditional explanatory challenges of sociology. Researchers and graduate students involved in the field of agent-based modelling and computer simulation in areas such as social sciences, cognitive sciences and computer sciences will benefit from this book.

The authors' abstract, as published at the source., 2012 · DOI ↗

TakeawaysPremium
Ask the paperFree account

Continue with a free account

Ask the paper: 3 free questions a day about this paper; save it, get its citation, new summaries every day for your field. Takeaways are Premium.

Continue free on the web

Sign in with Google or Apple; no card needed. You come back to this paper.

On your phone:

Field: General Social Sciences

General Social SciencesSocial Sciences