Improving awareness in message exchanging platform - a knowledge driven approach
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Updated: Jul 2, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Arunkumar Srinivasan1, John P Abellera, Scott Danos
1Division of Integrated Surveillance System and Services, National Center for Public Health Informatics, The Centers For Disease Control And Prevention, Atlanta-GA 30333, USA.
Abstract:
One of the key functionalities in the Enterprise Application Integration (EAI) engines is a dashboard to provide awareness on the message traffic, performance and throughput. Current dashboards present a rich data set but often lacks context to interpret these data. This poster presents a knowledge driven approach in improving the dashboard by presenting contextualized information. The new dashboard will be evaluated by measuring user awareness, as measured by applying a quantitative analysis technique called SAGAT (Situational Awareness Global Assessment Technique) and the results will be presented.
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