Data Analytics and Visualization of Adaptive Collaboration Simulations

Role-based collaboration (RBC) is an adaptive computational methodology that uses roles as underlying mechanisms to facilitate and analyze system behavior for entities that collaborate and coordinate their activities with or within these systems. In dynamic environments, including those that occur in large-scale simulations, visualization provides insights into complex systems behaviors. This article presents a visual analytics (VA) approach to studying dynamics involved in adaptive collaboration (AC) for large, multiagent simulation model using new open-source tools. The results show that time-varying systems can be steered for optimal performance and assessing adaptations using VA dashboards.

Automated summary

This article presents an adaptive computational methodology called Role-based Collaboration (RBC) that uses roles to facilitate and analyze system behavior in collaborative entities. The use of visualization provides insights into complex system behaviors in dynamic environments. The results show that time-varying systems can be optimized and assessed using visual analytics (VA) dashboards.