Title :
An Ontology-Based Framework for Real-Time Collection and Visualization of Mobile Field Triage Data in Mass Gatherings
Author :
Jayaraman, Prem Prakash ; Gunasekera, K. ; Burstein, F. ; Haghighi, Pari Delir ; Soetikno, H.S. ; Zaslavsky, A.
Abstract :
Managing mass gathering events is a complex process. A key factor in successful management of mass gatherings is the availability of real-time data about the situation. This data is very useful in making important decisions that can potentially be life saving. In this paper, we propose an ontology-based framework for real-time collection and visualization of on field mobile triage data. The proposed framework uses a mobile device-assisted triage decision making system (iTriage). The system leverages a Service Oriented Architecture (SOA) to efficiently share and visualize triage data aiding mass gathering administrators in determining the exact state of the situation. Our framework is driven by a domain ontology for mass gathering ensuring consistency in the shared data. We demonstrate a prototype implementation of the iTriage system on android-based mobile devices. Our experimental evaluations validate the iTriage system´s ability to accurately compute patient priorities based on the triage sieve algorithm. Further, we demonstrate the capability of the proposed framework to visualize triage data on a map in real time.
Keywords :
data visualisation; decision making; mobile computing; ontologies (artificial intelligence); real-time systems; service-oriented architecture; Android-based mobile devices; SOA; data sharing; decision making; domain ontology; iTriage system; iTriage system ability; mass gathering events management; mobile device-assisted triage decision making system; mobile field triage data visualization; ontology-based framework; real-time collection; service oriented architecture; Data visualization; Decision support systems; Hospitals; Mobile communication; Mobile handsets; Ontologies; Real-time systems; Mobile Decision Support; Triage;
Conference_Titel :
System Sciences (HICSS), 2013 46th Hawaii International Conference on
Conference_Location :
Wailea, Maui, HI
Print_ISBN :
978-1-4673-5933-7
Electronic_ISBN :
1530-1605
DOI :
10.1109/HICSS.2013.92