Data collection from mobile phone for personalized behavior mining

In this project, a prototype data collection software on Android mobile devices is developed. To test the implementation, GPS traces, the outgoing /incoming calls, the short messages and media playback data are collected and processed for pattern mining purposes. Moreover, we study how these collect...

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Main Author: Thong, Yan Ling.
Other Authors: School of Computer Engineering
Format: Final Year Project
Language:English
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/10356/52068
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-520682023-03-03T20:42:01Z Data collection from mobile phone for personalized behavior mining Thong, Yan Ling. School of Computer Engineering Ho Shen-Shyang DRNTU::Engineering::Computer science and engineering::Computer applications In this project, a prototype data collection software on Android mobile devices is developed. To test the implementation, GPS traces, the outgoing /incoming calls, the short messages and media playback data are collected and processed for pattern mining purposes. Moreover, we study how these collected data can be transformed into an eigenbehaviour representation and how future activities can be predicted. In addition, we study how one can discover the frequent locations from individual GPS traces. Bachelor of Engineering (Computer Science) 2013-04-22T04:02:27Z 2013-04-22T04:02:27Z 2013 2013 Final Year Project (FYP) http://hdl.handle.net/10356/52068 en Nanyang Technological University 45 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering::Computer applications
spellingShingle DRNTU::Engineering::Computer science and engineering::Computer applications
Thong, Yan Ling.
Data collection from mobile phone for personalized behavior mining
description In this project, a prototype data collection software on Android mobile devices is developed. To test the implementation, GPS traces, the outgoing /incoming calls, the short messages and media playback data are collected and processed for pattern mining purposes. Moreover, we study how these collected data can be transformed into an eigenbehaviour representation and how future activities can be predicted. In addition, we study how one can discover the frequent locations from individual GPS traces.
author2 School of Computer Engineering
author_facet School of Computer Engineering
Thong, Yan Ling.
format Final Year Project
author Thong, Yan Ling.
author_sort Thong, Yan Ling.
title Data collection from mobile phone for personalized behavior mining
title_short Data collection from mobile phone for personalized behavior mining
title_full Data collection from mobile phone for personalized behavior mining
title_fullStr Data collection from mobile phone for personalized behavior mining
title_full_unstemmed Data collection from mobile phone for personalized behavior mining
title_sort data collection from mobile phone for personalized behavior mining
publishDate 2013
url http://hdl.handle.net/10356/52068
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