Recognizing user activity based on accelerometer data from a mobile phone

Activity recognition refers to the ability of a machine/device to recognize the activity of users. This area of research has attracted many works especially related to the context aware and ubiquitous computing area. Wearable accelerometers have been explored for this activity recognition purpose; h...

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Main Authors:	Ayu, Media Anugerah, Mantoro, Teddy, Abdul Matin, Ahmad Faridi, Omar Basamh, Saeed Saleem
Format:	Conference or Workshop Item
Language:	English
Published:	2011
Subjects:	LB1025 Teaching (principles and practices) T Technology (General)
Online Access:	http://irep.iium.edu.my/1322/ http://irep.iium.edu.my/1322/ http://irep.iium.edu.my/1322/1/Recognizing_user_activity_based_on_accelerometer_data_from_a_mobile_phone.pdf

id	iium-1322
recordtype	eprints
spelling	iium-13222011-08-15T06:47:16Z http://irep.iium.edu.my/1322/ Recognizing user activity based on accelerometer data from a mobile phone Ayu, Media Anugerah Mantoro, Teddy Abdul Matin, Ahmad Faridi Omar Basamh, Saeed Saleem LB1025 Teaching (principles and practices) T Technology (General) Activity recognition refers to the ability of a machine/device to recognize the activity of users. This area of research has attracted many works especially related to the context aware and ubiquitous computing area. Wearable accelerometers have been explored for this activity recognition purpose; however the impracticality of attaching accelerometers to the user presents significant issues. Accelerometers today are embedded in many mobile devices. This paper explores the potential and possibility of using these accelerometer data to determine user activity recognition. The initial experiments show encouraging results with a very good accuracy rate of 92%. A simple prototype developed supports the implementation of the recognition process conducted. 2011 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/1322/1/Recognizing_user_activity_based_on_accelerometer_data_from_a_mobile_phone.pdf Ayu, Media Anugerah and Mantoro, Teddy and Abdul Matin, Ahmad Faridi and Omar Basamh, Saeed Saleem (2011) Recognizing user activity based on accelerometer data from a mobile phone. In: 2011 IEEE Symposium On Computers & Informatics (ISCI), 20-23 March 2011, Kuala Lumpur. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5958987
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	LB1025 Teaching (principles and practices) T Technology (General)
spellingShingle	LB1025 Teaching (principles and practices) T Technology (General) Ayu, Media Anugerah Mantoro, Teddy Abdul Matin, Ahmad Faridi Omar Basamh, Saeed Saleem Recognizing user activity based on accelerometer data from a mobile phone
description	Activity recognition refers to the ability of a machine/device to recognize the activity of users. This area of research has attracted many works especially related to the context aware and ubiquitous computing area. Wearable accelerometers have been explored for this activity recognition purpose; however the impracticality of attaching accelerometers to the user presents significant issues. Accelerometers today are embedded in many mobile devices. This paper explores the potential and possibility of using these accelerometer data to determine user activity recognition. The initial experiments show encouraging results with a very good accuracy rate of 92%. A simple prototype developed supports the implementation of the recognition process conducted.
format	Conference or Workshop Item
author	Ayu, Media Anugerah Mantoro, Teddy Abdul Matin, Ahmad Faridi Omar Basamh, Saeed Saleem
author_facet	Ayu, Media Anugerah Mantoro, Teddy Abdul Matin, Ahmad Faridi Omar Basamh, Saeed Saleem
author_sort	Ayu, Media Anugerah
title	Recognizing user activity based on accelerometer data from a mobile phone
title_short	Recognizing user activity based on accelerometer data from a mobile phone
title_full	Recognizing user activity based on accelerometer data from a mobile phone
title_fullStr	Recognizing user activity based on accelerometer data from a mobile phone
title_full_unstemmed	Recognizing user activity based on accelerometer data from a mobile phone
title_sort	recognizing user activity based on accelerometer data from a mobile phone
publishDate	2011
url	http://irep.iium.edu.my/1322/ http://irep.iium.edu.my/1322/ http://irep.iium.edu.my/1322/1/Recognizing_user_activity_based_on_accelerometer_data_from_a_mobile_phone.pdf
first_indexed	2023-09-18T20:08:35Z
last_indexed	2023-09-18T20:08:35Z
_version_	1777407324830302208

Recognizing user activity based on accelerometer data from a mobile phone

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