HKUST Library Institutional Repository Banner

HKUST Institutional Repository >
Computer Science and Engineering >
CSE Master Theses  >

Please use this identifier to cite or link to this item: http://hdl.handle.net/1783.1/6945
Title: Visual analysis of people's mobility pattern from mobile phone
Authors: Pu, Jiansu
Issue Date: 2010
Abstract: It is now possible to record and collect a large amount of phone calls in a city. Each phone call record usually contains the caller and callee IDs, date and time, and the base station where the phone calls are made. As mobile phones are widely used in our daily life, many human behaviors can be revealed by analyzing mobile phone data. In this paper, we propose a comprehensive visual analysis system which can be used to analyze the population's mobility pattern from millions of phone call records. Our system consists of three major components: 1) visual analysis of user groups in a base station; 2) visual analysis of the mobility pattern of different user groups making phone calls in certain base stations; 3) visual analysis of handoff phone call records. Some well established visualization techniques such as parallel coordinates and pixel-based representations have been integrated into our system. We also develop some novel visualization schemes such as Voronoi-diagram-based visual encoding to reveal the unique features of mobile phone data. We have applied our system to real mobile phone data collected in a large city and some interesting findings regarding people's mobility pattern have been obtained. Keywords: Visual analysis, mobility pattern, mobile phone.
Description: Thesis (M.Phil.)--Hong Kong University of Science and Technology, 2010
86 p. : ill. ; 30 cm
HKUST Call Number: Thesis CSED 2010 PuJ
URI: http://hdl.handle.net/1783.1/6945
Appears in Collections:CSE Master Theses

Files in This Item:

File Description SizeFormat
th_redirect.html0KbHTMLView/Open

All items in this Repository are protected by copyright, with all rights reserved.