scholarly journals CFBM - A Framework for Data Driven Approach in Agent-Based Modeling and Simulation

2016 ◽  
pp. 264-275 ◽  
Author(s):  
Thai Minh Truong ◽  
Frédéric Amblard ◽  
Benoit Gaudou ◽  
Christophe Sibertin Blanc
Keyword(s):  
Modeling And Simulation ◽  
Agent Based Modeling ◽  
Data Driven ◽  
Agent Based ◽  
Data Driven Approach

scholarly journals Agent-Based Modeling for Archaeologists: Part 1 of 3

2019 ◽  
Author(s):  
Iza Romanowska ◽  
Stefani Crabtree ◽  
Kathryn Harris ◽  
Benjamin Davies
Keyword(s):  
Computational Modeling ◽  
Modeling And Simulation ◽  
Computer Science ◽  
Social Processes ◽  
Agent Based Modeling ◽  
Archaeological Research ◽  
Formal Models ◽  
Agent Based ◽  
Global Patterns ◽  
Computational Modeling And Simulation

Formal models of past human societies informed by archaeological research have a high potential for shaping some of the most topical current debates. Agent-based models, which emphasize how actions by individuals combine to produce global patterns, provide a convenient framework for developing quantitative models of historical social processes. However, being derived from computer science, the method remains largely specialized in archaeology. In this paper and the associated tutorial, we provide a jargon-free introduction to the technique, its potential and limits as well as its diverse applications in archaeology and beyond. We discuss the epistemological rationale of using computational modeling and simulation, classify types of models, and give an overview of the main concepts behind agent-based modeling.

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