A Practical Approach to the Development of Ontology-Based Information Fusion Systems

e-Archivo Repository

Show simple item record

dc.contributor.author Gómez Romero, Juan
dc.contributor.author Serrano, Miguel Á.
dc.contributor.author Patricio Guisado, Miguel Ángel
dc.contributor.author Molina, José M.
dc.date.accessioned 2014-02-13T09:04:17Z
dc.date.available 2014-02-13T09:04:17Z
dc.date.issued 2013
dc.identifier.bibliographicCitation Bossé, E. et al. (eds.), 2013. Prediction and Recognition of Piracy Efforts Using Collaborative Human-Centric Information Systems, Proceedings of the NATO Advanced Study Institute (ASI), Salamanca, Spain 19-30 September, 2011, (NATO Science for Peace and Security, Sub-Series - E: Human and Societal Dynamics, v. 109), IOS Press, pp. 176-183.
dc.identifier.isbn 978-1-61499-201-1 (online)
dc.identifier.isbn 978-1-61499-200-4 (print)
dc.identifier.uri http://hdl.handle.net/10016/18256
dc.description Proceedings of: NATO Advanced Study Institute (ASI) on Prediction and Recognition of Piracy Efforts Using Collaborative Human-Centric Information Systems, Salamanca, 19-30 September, 2011
dc.description.abstract Ontology-based representations are gaining momentum among other alternatives to implement the knowledge model of high-level fusion applications. In this paper, we provide an introduction to the theoretical foundations of ontology-based knowledge representation and reasoning, with a particular focus on the issues that appear in maritime security –where heterogeneous regulations, information sources, users, and systems are involved. We also present some current approaches and existing technologies for high-level fusion based on ontological representations. Unfortunately, current tools for the practical implementation of ontology-based systems are not fully standardized, or even prepared to work together in medium-scale systems. Accordingly, we discuss different alternatives to face problems such as spatial and temporal knowledge representation or uncertainty management. To illustrate the conclusions drawn from this research, an ontology-based semantic tracking system is briefly presented. Results and latent capabilities of this framework are shown at the end of the paper, where we also envision future opportunities for this kind of applications.
dc.description.sponsorship This research activity is supported in part by Projects CICYT TIN2008-06742-C02-02/TSI, CICYT TEC2008-06732-C02-02/TEC, CAM CONTEXTS (S2009/TIC-1485) and DPS 2008-07029-C02-02.
dc.format 8
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher Ios Press.
dc.relation.ispartofseries NATO Science for Peace and Security Series - E: Human and Societal Dynamics
dc.relation.ispartofseries 109
dc.rights © 2013 The authors and IOS Press
dc.subject.other Information Fusion
dc.subject.other Knowledge-Based Systems
dc.subject.other Ontologies
dc.subject.other Maritime Security
dc.title A Practical Approach to the Development of Ontology-Based Information Fusion Systems
dc.type conferenceObject
dc.type bookPart
dc.description.status Publicado
dc.relation.publisherversion http://dx.doi.org/10.3233/978-1-61499-201-1-176
dc.subject.eciencia Informática
dc.identifier.doi 10.3233/978-1-61499-201-1-176
dc.rights.accessRights openAccess
dc.relation.projectID Comunidad de Madrid. S2009/TIC-1485/CONTEXTS
dc.type.version acceptedVersion
dc.relation.eventdate 19-30 September, 2011
dc.relation.eventplace Salamanca
dc.relation.eventtitle Prediction and Recognition of Piracy Efforts Using Collaborative Human-Centric Information Systems
dc.relation.eventtype proceedings
dc.identifier.publicationfirstpage 176
dc.identifier.publicationlastpage 183
dc.identifier.publicationtitle Prediction and Recognition of Piracy Efforts using Collaborative Human-Centric Information Systems
dc.identifier.uxxi CC/0000016685
 Find Full text

Files in this item

*Click on file's image for preview. (Embargoed files's preview is not supported)


This item appears in the following Collection(s)

Show simple item record