DocumentCode
2671524
Title
A Methodology to Predicate Human-Being´s Movement Based on Movement Group
Author
Guo, Zhe ; Yan, Zheng ; Wang, Furong
Author_Institution
Electron. & Inf. Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
fYear
2010
fDate
18-20 Dec. 2010
Firstpage
612
Lastpage
619
Abstract
Individual mobility is a popular research topic in mobile communications. One interesting question is: is the movement of human-beings independent although they may not want to follow with each other? This paper explores the phenomenon of group movement by analyzing the traffic variance among cellular base stations. We find that the entropy of group movement is less than the sum of individual´s and the trajectory of group movement is somehow steady. Applying this conclusion, we proposed a methodology to predict a user´s location based on group movement. Our verification based on real mobile user data shows that this method has sound accuracy.
Keywords
mobile computing; cellular base stations; human-being movement predication; individual mobility; mobile communications; movement group; traffic variance; user location; Conferences; Social network services; entropy; location prediction; movement group; real data mining;
fLanguage
English
Publisher
ieee
Conference_Titel
Green Computing and Communications (GreenCom), 2010 IEEE/ACM Int'l Conference on & Int'l Conference on Cyber, Physical and Social Computing (CPSCom)
Conference_Location
Hangzhou
Print_ISBN
978-1-4244-9779-9
Electronic_ISBN
978-0-7695-4331-4
Type
conf
DOI
10.1109/GreenCom-CPSCom.2010.65
Filename
5724895
Link To Document