elib
DLR-Header
DLR-Logo -> http://www.dlr.de
DLR Portal Home | Imprint | Privacy Policy | Accessibility | Contact | Deutsch
Fontsize: [-] Text [+]

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.

[img]
Preview
PDF (Paper)
207kB
[img]
Preview
PDF (Presentation for Challenges for Context Management Systems imposed by Context Inference)
2MB

Abstract

This 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/
Document Type:Conference or Workshop Item (Paper)
Title:Challenges for Context Management Systems imposed by Context Inference
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Frank, KorbinianUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Kalatzis, NikosNational Technical University of Athens, ICCSUNSPECIFIEDUNSPECIFIED
Roussaki, IoannaNational Technical University of Athens, ICCSUNSPECIFIEDUNSPECIFIED
Liampotis, NicolasNational Technical University of Athens, ICCSUNSPECIFIEDUNSPECIFIED
Date:15 June 2009
Journal or Publication Title:6th IEEE International Workshop on Managing Ubiquitous Communications and Services
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Page Range:pp. 27-33
Editors:
EditorsEmailEditor's ORCID iDORCID Put Code
Pfeifer, TomUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
O'Sullivan, DeclanUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Das, SajalUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Publisher:ACM Digital Library
ISBN:978-1-60558-579-6
Status:Published
Keywords:Context Management, Context Inference, Smart Spaces
Event Title:2009 ACM/IEEE International Conference on Automatic Computing & Co-Located Workshops
Event Location:Barcelona (Spain)
Event Type:international Conference
Event Start Date:15 June 2009
Event End Date:19 June 2009
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:07 Apr 2009
Last Modified:24 Apr 2024 19:23

Repository Staff Only: item control page

Browse
Search
Help & Contact
Information
OpenAIRE Validator logo electronic library is running on EPrints 3.3.12
Website and database design: Copyright © German Aerospace Center (DLR). All rights reserved.