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Challenges for Context Management Systems imposed by Context Inference
Frank, Korbinian and Kalatzis, Nikos and Roussaki, Ioanna and Liampotis, Nicolas
(2009)
Challenges for Context Management Systems imposed by Context Inference.
In: 6th IEEE International Workshop on Managing Ubiquitous Communications and Services, pp. 27-33.
ACM Digital Library.
2009 ACM/IEEE International Conference on Automatic Computing & Co-Located Workshops, 2009-06-15 - 2009-06-19, Barcelona (Spain).
ISBN 978-1-60558-579-6.
AbstractThis work gives an overview over the challenges for context management systems in Ubiquitous Computing frameworks or Personal Smart Spaces. Focused on the integration of context inference in today’s context management systems (CMSs) we address important design decisions for future frameworks. The inference system we have in mind is probabilistic and relies on the concept of Bayeslets, special inference rules extending Bayesian networks. We show that for inference rule creation, storage, inference scheduling and update frequency the best solutions are hybrid, allowing for high flexibility and performance while reducing resource costs. We also see that human expert knowledge cannot be substituted completely in an efficient context-aware system. Item URL in elib: | https://elib.dlr.de/58655/ |
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Document Type: | Conference or Workshop Item (Paper) |
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Title: | Challenges for Context Management Systems imposed by Context Inference |
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Authors: | Authors | Institution or Email of Authors | Author's ORCID iD | ORCID Put Code |
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Frank, Korbinian | UNSPECIFIED | UNSPECIFIED | UNSPECIFIED | Kalatzis, Nikos | National Technical University of Athens, ICCS | UNSPECIFIED | UNSPECIFIED | Roussaki, Ioanna | National Technical University of Athens, ICCS | UNSPECIFIED | UNSPECIFIED | Liampotis, Nicolas | National Technical University of Athens, ICCS | UNSPECIFIED | UNSPECIFIED |
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Date: | 15 June 2009 |
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Journal or Publication Title: | 6th IEEE International Workshop on Managing Ubiquitous Communications and Services |
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Refereed publication: | Yes |
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Open Access: | Yes |
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Gold Open Access: | No |
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In SCOPUS: | No |
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In ISI Web of Science: | No |
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Page Range: | pp. 27-33 |
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Editors: | Editors | Email | Editor's ORCID iD | ORCID Put Code |
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Pfeifer, Tom | UNSPECIFIED | UNSPECIFIED | UNSPECIFIED | O'Sullivan, Declan | UNSPECIFIED | UNSPECIFIED | UNSPECIFIED | Das, Sajal | UNSPECIFIED | UNSPECIFIED | UNSPECIFIED |
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Publisher: | ACM Digital Library |
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ISBN: | 978-1-60558-579-6 |
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Status: | Published |
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Keywords: | Context Management, Context Inference, Smart Spaces |
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Event Title: | 2009 ACM/IEEE International Conference on Automatic Computing & Co-Located Workshops |
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Event Location: | Barcelona (Spain) |
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Event Type: | international Conference |
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Event Start Date: | 15 June 2009 |
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Event End Date: | 19 June 2009 |
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HGF - Research field: | Aeronautics, Space and Transport (old) |
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HGF - Program: | Space (old) |
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HGF - Program Themes: | W KN - Kommunikation/Navigation |
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DLR - Research area: | Space |
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DLR - Program: | W KN - Kommunikation/Navigation |
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DLR - Research theme (Project): | W - Vorhaben GNSS2/Neue Dienste und Produkte (old) |
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Location: |
Oberpfaffenhofen
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Institutes and Institutions: | Institute of Communication and Navigation > Communications Systems |
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Deposited By: |
Frank, Korbinian
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Deposited On: | 07 Apr 2009 |
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Last Modified: | 24 Apr 2024 19:23 |
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