This paper introduces CBEx, a novel cloud-based knowledge Extraction system that efficiently and effectively ingests data from various sensor platforms across disparate domain Command and Control (C2) constructs and s...
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ISBN:
(纸本)9798350323979
This paper introduces CBEx, a novel cloud-based knowledge Extraction system that efficiently and effectively ingests data from various sensor platforms across disparate domain Command and Control (C2) constructs and sensors. It employs pre-processing techniques tailored to each data type, ensuring consistent analysis and structuring according to a unified taxonomy. The structured data is stored in a unified format in a database, enabling real-time decision support based on Essential Elements of Information (EEIs). This solution offers tools to enhance multi-domain situational awareness by integrating data sources from multiple domains and by employing advanced Artificial Intelligence (ai)/Machine Learning (ml) analytics for accurate and rapid decision-making throughout the mission cycle. The feasibility of CBEx is demonstrated through three realistic scenarios, showcasing its ability to integrate a variety of data sources effectively while providing decision support in real-time.
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