Development of a Novel Context Prediction Algorithm and Analysis of Context Prediction Schemes

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kassel university press GmbH, 2008 - 278 pages

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Contents

Abbreviations and Notation
13
1 Introduction
17
2 Contextawareness
27
3 Context prediction
59
4 A modular context prediction architecture
91
5 Results and studies on context prediction
117
6 Context prediction algorithms
203
7 Conclusion
249
Index
257
List of Tables
261
List of Figures
263
Bibliography
267
Backcover
279
Copyright

Common terms and phrases

arbitrary context architecture for context ARMA approach based on high-level considered context abstraction level Context Broker context changes context computing Context Context Context context data type context history context interpretation step context prediction accuracy context prediction algorithms context prediction architecture context prediction scheme context prediction tasks context sources context time series context types context values context-aware context-aware applications definition of context describe devices diction discussion figure high-level and low-level high-level context prediction impact implementation interface interpretation error Kalman filter low-level and high-level low-level context elements low-level context prediction Markov prediction measured mobile number of context observed context observed time series operations Pacq Pint Ppre pre-processing prediction horizon prediction process raw context data requirements RMSE rule base sampling interval search space sensors series elements support vector machine text prediction thesis tion typical context patterns UbiComp environments ubiquitous computing University of Augsburg utilised vector

Bibliographic information

TitleDevelopment of a Novel Context Prediction Algorithm and Analysis of Context Prediction Schemes
AuthorStephan Sigg
Publisherkassel university press GmbH, 2008
ISBN3899583922, 9783899583922
Length278 pages
  
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