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Predicton With Smart Phones

Author(s): Gowtham.Mamidisetti | B.Venkatesh

Journal: International Journal of Soft Computing & Engineering
ISSN 2231-2307

Volume: 3;
Issue: 5;
Start page: 174;
Date: 2013;
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Keywords: smart phone data | human behavior | mobility prediction | app usage prediction

This paper predicts two aspects of human behavior using smart phones as sensing devices. This paper introduces a method for predicting where users will go and which application they will use next by exploiting the rich contextual information from smart phone sensors. Our first goal is to understand which smart phone sensor data types are important for the two prediction tasks. Secondly, we aim at extracting user independent behavioral patterns and study how user independent behavior models can improve the predictive performance.

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