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2009 International Conference on Complex, Intelligent and Software Intensive Systems

DOI: 10.1109/cisis.2009.81

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Pervasive informatics and persistent actimetric information in health smart homes : From Language Model to Location Model

Proceedings article published in 2009 by Yannick Fouquet, Jacques Demongeot, Nicolas Vuillerme ORCID
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This paper is available in a repository.

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Abstract

This paper presents an approach of location model deriving from language models existing in speech recognition research. The purpose is to applicate existing model in speech recognition to predict location of an elderly person. Using statistics, the model offers up to 98.03% of good prediction location, considering only the last second of location but distinguishing days of week. Simpler than Polya's urns derived approach, this approach seems to be a good way of location modelling.