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LOCA
2005
Springer

Issues and Requirements for Bayesian Approaches in Context Aware Systems

9 years 11 months ago
Issues and Requirements for Bayesian Approaches in Context Aware Systems
Research in advanced context-aware systems has clearly shown a need to capture the inherent uncertainty in the physical world, especially in human behavior. Modelling approaches that employ the concept of probability, especially in combination with Bayesian methods, are promising candidates to solve the pending problems. This paper analyzes the requirements for such models in order to enable user-friendly, adaptive and especially scalable operation of context-aware systems. It is conjectured that a successful system may not only use Bayesian techniques to infer probabilities from known probability tables but learn, i.e. estimate the probabilities in these tables by observing user behavior.
Michael Angermann, Patrick Robertson, Thomas Stran
Added 28 Jun 2010
Updated 28 Jun 2010
Type Conference
Year 2005
Where LOCA
Authors Michael Angermann, Patrick Robertson, Thomas Strang
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