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  1. Proceedings of the 6th international workshop on Managing ubiquitous communications and services (MUCS '09)
  2. Challenges for context management systems imposed by context inference
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Ubiquitous autonomic management: keynote abstract
General method for testing context aware applications
Challenges for context management systems imposed by context inference
Managing the culloden battlefield invisible mobile guidance experience
Value benefit analysis of technologies for ubiquitous computing to be implemented in the healthcare sector
Open framework middleware: an experimental middleware design concept for wireless sensor networks
Pervasive knowledge-based networking for maintenance inspection in smart buildings.
Designing ubiquitous applications: proposal of a specification environment
A distributed model for digital personal environments management
Knowledge management for context-aware, policy-based ubiquitous computing systems

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Challenges for context management systems imposed by context inference

Content Provider ACM Digital Library
Author Liampotis, Nicolas Frank, Korbinian Kalatzis, Nikos Roussaki, Ioanna
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.
Starting Page 27
Ending Page 34
Page Count 8
File Format PDF
ISBN 9781605585796
DOI 10.1145/1555321.1555329
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2009-06-15
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Context management Context inference Smart spaces
Content Type Text
Resource Type Article
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