A Semantic Grid Service for Experimentation with an Agent-Based Model of Land-Use Change

被引:0
|
作者
Polhill, J. Gary
Pignotti, Edoardo
Gotts, Nicholas M.
Edwards, Pete
Preece, Alun
机构
关键词
Agent-Based Social Simulation; Experiments; Ontologies; Replication; Semantic Grid;
D O I
暂无
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
Agent-based models, perhaps more than other models, feature large numbers of parameters and potentially generate vast quantities of results data. This paper shows through the FEARLUS-G project (an ESRC e-Social Science Initiative Pilot Demonstrator Project) how deploying an agent-based model on the Semantic Grid facilitates international collaboration on investigations using such a model, and contributes to establishing rigorous working practices with agent-based models as part of good science in social simulation. The experimental workflow is described explicitly using an ontology, and a Semantic Grid service with a web interface implements the workflow. Users are able to compare their parameter settings and results, and relate their work with the model to wider scientific debate.
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页数:10
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