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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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 |
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DRNTU::Engineering::Computer science and engineering::Computer applications Thong, Yan Ling. Data collection from mobile phone for personalized behavior mining |
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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. |
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School of Computer Engineering |
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School of Computer Engineering Thong, Yan Ling. |
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Final Year Project |
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Thong, Yan Ling. |
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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 |
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Data collection from mobile phone for personalized behavior mining |
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Data collection from mobile phone for personalized behavior mining |
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data collection from mobile phone for personalized behavior mining |
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2013 |
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http://hdl.handle.net/10356/52068 |
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