Frank, Korbinian and Röckl, Matthias and Gallego Hermann, Pablo and Morillas Vera, Miriam Tatiana (2008) Knowledge Representation and Inference in Context-Aware Computing Environments. In: The Second International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies. UBICOMM 2008. Proceedings, pp. 89-95. IEEE Computer Society Conference Publishing Services (CPS). The Second International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM08), [2008-09-29 - 2008-10-04], Valencia. ISBN 978-0-7695-3367-4.
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Abstract
The present document provides a comparison of different knowledge representations and their inference models that can be used for context aware computing. In order to execute inference, any ubiquitous computing environment has to maintain the existing knowledge. The way of representing this information in the knowledge representation has a great influence on the performance that the inference system would carry out. An example scenario whose purpose is to avoid rearend collision in a vehicular environment serves as basis to derive requirements for the knowledge representation and inference. We try to apply each approach to the example scenario (or parts of it) to obtain the benefits and limitations. Like that we come to the conclusion that Bayesian Networks are the way that fits best for a ubiquitous computing scenario.
Item URL in elib: | https://elib.dlr.de/54514/ | ||||||||||||||||||
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Document Type: | Conference or Workshop Item (Paper) | ||||||||||||||||||
Title: | Knowledge Representation and Inference in Context-Aware Computing Environments | ||||||||||||||||||
Authors: |
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Date: | 15 May 2008 | ||||||||||||||||||
Journal or Publication Title: | The Second International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies. UBICOMM 2008. Proceedings | ||||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||||
Open Access: | No | ||||||||||||||||||
Gold Open Access: | No | ||||||||||||||||||
In SCOPUS: | No | ||||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||||
Page Range: | pp. 89-95 | ||||||||||||||||||
Editors: |
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Publisher: | IEEE Computer Society Conference Publishing Services (CPS) | ||||||||||||||||||
ISBN: | 978-0-7695-3367-4 | ||||||||||||||||||
Status: | Published | ||||||||||||||||||
Keywords: | Context Inference, Bayesian Networks, Comparison of Approaches, Knowledge Representation | ||||||||||||||||||
Event Title: | The Second International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM08) | ||||||||||||||||||
Event Location: | Valencia | ||||||||||||||||||
Event Type: | international Conference | ||||||||||||||||||
Event Dates: | [2008-09-29 - 2008-10-04] | ||||||||||||||||||
Organizer: | IARIA | ||||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport (old) | ||||||||||||||||||
HGF - Program: | Space (old) | ||||||||||||||||||
HGF - Program Themes: | W KN - Kommunikation/Navigation | ||||||||||||||||||
DLR - Research area: | Space | ||||||||||||||||||
DLR - Program: | W KN - Kommunikation/Navigation | ||||||||||||||||||
DLR - Research theme (Project): | W - Vorhaben GNSS2/Neue Dienste und Produkte (old) | ||||||||||||||||||
Location: | Oberpfaffenhofen | ||||||||||||||||||
Institutes and Institutions: | Institute of Communication and Navigation > Communications Systems | ||||||||||||||||||
Deposited By: | Frank, Korbinian | ||||||||||||||||||
Deposited On: | 20 Oct 2008 | ||||||||||||||||||
Last Modified: | 12 Dec 2013 20:31 |
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