Big Data Analytics for Mass Casualty Incident (MCI) Situational Awareness
نویسندگان
چکیده
منابع مشابه
Big Data Analytics for Mass Casualty Incident (MCI) Situational Awareness
Introduction A variety of big data analytics, techniques and tools including social media analytics, open source visualizations, statistical anomaly detection, use of Application Programming Interfaces (APIs), and geospatial mapping, are used for infectious disease biosurveillance. Using these methodologies, policy makers and practitioners detect and monitor outbreaks across the world near real...
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Incident Command systems often achieve situational awareness through manual paper-tracking systems. Such systems often produce high latencies and in-complete data, resulting in inefficient and ineffective resource deployment. WIISARD (Wireless Internet Information System for Medical Response in Disasters) collects much more data than a paper-based system, dramatically reducing latency while inc...
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We investigate the utility of DIORAMA-II system which provides enhanced situational awareness within a disaster scene by using real-time visual analytics tools and a collaboration platform between the incident commander and the emergency responders. Our trials were conducted in different geographical areas (feature-rich and featureless regions) and in different lighting conditions (daytime and ...
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In existing Incident Command systems, situational awareness is achieved manually through paper tracking systems. Such systems often produce high latencies and incomplete data, resulting in inefficient and ineffective resource deployment. The WIISARD system collects much more data than a paper-based system, dramatically reducing latency while increasing the kinds and quality of information avail...
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Big data sizes are constantly increasing. Big data analytics is where advanced analytic techniques are applied on big data sets. Analytics based on large data samples reveals and leverages business change. The popularity of big data analytics platforms, which are often available as open-source, has not remained unnoticed by big companies. Google uses MapReduce for PageRank and inverted indexes....
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ژورنال
عنوان ژورنال: Online Journal of Public Health Informatics
سال: 2015
ISSN: 1947-2579
DOI: 10.5210/ojphi.v7i1.5957