CET147 Agent-based modeling: Connecting individual behaviors to macro-level phenomena

Course Provider

School of Social Sciences (SSS)

Certification

FlexiMasters

Academic Unit

1

Introduction

A major challenge in social science is to explain how individual decision-making leads to large-scale social phenomena. Agent-based modeling is a computational approach that connects individual-level behaviors to macro phenomena by allowing researchers to specify simple characteristics and behaviours of individuals, simulate repeated interactions of these individuals, and observe emergent patterns. The course will introduce core concepts in complexity science and illustrate how agent-based modeling can be applied to social psychological studies.

The course is part of: 
- Graduate Certificate in Social Sciences
- FlexiMasters in Social Sciences


1) Describe the key principles in complexity science and agent-based modeling 2) Identify social science research questions that can be addressed by agent-based modeling 3) Develop and analyze agent-based models using Netlogo
  1. Understanding complex systems and emergence
  2. What is agent-based modeling and Netlogo
  3. Create models and simulations
  4. Collect and analyze data from agent-based models
Working professionals.

Standard Course Fee: S$1070.00

Course fee payable after SSG funding, if eligible under various schemes
Cat-A SSG Funded Courses S$321.00
Enhanced Training Support for SMEs (ETSS)  S$121.00
Mid-Career Enhanced Subsidy (MCES) S$121.00
  • All fees stated are inclusive of 7% GST.
  • NTU/NIE alumni may utilise their $1,600 Alumni Course Credits. Click here for more information. 
Read more about funding
COURSE TITLE ACADEMIC UNIT
CET132 Theories in Medical Sociology 1
CET133 Work, Stress, and Health 1
CET134 Religion and Public Health 1
CET135 Communicating Complexity Part 1: Tackling communication barriers 1
CET136 Communicating Complexity Part 2: Data Visualization1
CET137 Communicating Complexity Part 3: Communicating for different audiences1
CET138 Big Data and Computational Social Science1
CET139 Qualitative interviewing 1
CET140 Applied Research Methods in Social Sciences 1
CET141 Social Psychology1
CET142 Hip-Hop and Islam: A Sociology of Generations Perspective1
CET143 Politics of Science and Technology1
CET144 Governing Social Resilience1
CET145 Singapore in the International System1
CET146 Crisis Diplomacy1
CET148 The Psychology of Everyday Design 1
CET149 Intergroup processes and social inequality1

 

Listed courses are:

  • Credit-bearing and stackable to Graduate Certificate in Social Sciences (total 9AUs) and FlexiMasters in Social Sciences (total 15AUs).
  • SSG funded and SkillsFuture Credit approved