DocumentCode :
140643
Title :
Situation awareness in airport environment based on Semantic Web technologies
Author :
Tamea, Gabriele ; Cusmai, Matteo ; Palo, Andi ; Priscoli, Francesco Delli ; Cimmino, Antonio
Author_Institution :
Univ. of Rome “La Sapienza”, Rome, Italy
fYear :
2014
fDate :
3-6 March 2014
Firstpage :
174
Lastpage :
180
Abstract :
In the present paper the authors show how the application of Semantic Web technologies, i.e. ontology and rule languages, can be used to describe situations and enhance situation awareness providing also suggested actions to the human operator in a data fusion architecture aimed at airport security. The paper presents the ontology design, i.e. main classes and relationship, and the possible roles for situation categorization including the application of rules. In addition, an insight of alternative options including their pros and cons in terms of representation expressivity and complexity, is provided. An analysis of the architectural issues and their impacts considering available technologies and their limitations have been included in the present paper. In order to validate the proposed approach both from the representation and from the complexity point of view, a comparison with a well-established framework, i.e. Situation Ontology developed by Vistology, has been carried out in terms of language complexity and dynamic behaviour in order to assess the performance and limits of the proposed system.
Keywords :
aerospace safety; airports; ontologies (artificial intelligence); semantic Web; sensor fusion; Vistology; airport security; architectural issues; data fusion architecture; dynamic behaviour; language complexity; ontology design; representation complexity; representation expressivity; rule languages; semantic Web technologies; situation awareness; situation categorization; situation ontology; Airports; Cognition; Data integration; Middleware; Ontologies; Security; Semantics; Architecture; airport environment; ontology; sensor middleware; situation awareness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), 2014 IEEE International Inter-Disciplinary Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4799-3563-5
Type :
conf
DOI :
10.1109/CogSIMA.2014.6816559
Filename :
6816559
Link To Document :
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