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ThinkMind // UBICOMM 2010, The Fourth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies // View article ubicomm_2010_18_30_10327


Human Behaviour Detection Using GSM Location Patterns and Bluetooth Proximity Data

Authors:
Muhammad Awais Azam
Laurissa Tokarchuk
Muhammad Adeel

Keywords: Behaviour; Cell tower ID; Bluetooth proximity; Neural Network; Jaccard Index

Abstract:
Human behaviours are multifarious in nature and it is a challenging task to predict and learn from daily life activities. The profusion of Bluetooth enabled devices used in daily life has created new ways to analyze and model the behaviour of individuals. Bluetooth integrated into mobile handsets can be used as an efficient short range sensor. The aim of this research work is the detection of unusual human behaviours from cell tower and Bluetooth proximity data using neural networks. The primary purpose is to find anomalies in individual’s daily life routines that will further help us to detect and predict unusual behaviour of elderly people and patients such as dementia patients.

Pages: 428 to 433

Copyright: Copyright (c) IARIA, 2010

Publication date: October 25, 2010

Published in: conference

ISSN: 2308-4278

ISBN: 978-1-61208-100-7

Location: Florence, Italy

Dates: from October 25, 2010 to October 30, 2010

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