Abstract. This article discusses a dashboard toolkit designed at the Knowledge Exchange for Resilience Arizona State University to integrate and analyze multi-agency data offering many ways of visualizing big representable, contextualizable, intelligible non-expert target audience. We outline community-driven approach identify pressing resiliency issues deploy tools on targeted areas significan...

One of the important issues in e-learning environments is visualization patterns a way that learners or instructors can understand. Most studies about dashboards aim at supporting awareness and reflection, self-regulation, monitoring. Within scope this chapter, detailed information dashboard given, research context examined, design principles are introduced, challenges future directions existin...

Background Since the outbreak of COVID-19, development dashboards as dynamic, visual tools for communicating COVID-19 data has surged worldwide. Dashboards can inform decision-making and support behavior change. To do so, they must be actionable. The features that constitute an actionable dashboard in context pandemic have not been rigorously assessed. Objective aim this study is to explore cha...

We present the design of a service oriented architecture which facilitates flexible managerial decision making in dynamic business networks. We have implemented and tested this architecture in the MinneTAC trading agent, which is designed to compete in the Supply Chain Trading Agent Competition [4]. Our design enables managers to break out decision behaviors into separate, configurable componen...