Population Mobility Dynamics Estimated from Mobile Telephony Data


Autoria(s): Doyle, John; Hung, Peter; Farrell, Ronan; McLoone, Seán
Data(s)

09/06/2014

Resumo

<p><em>In the last decade, mobile phones and mobile devices using mobile cellular telecommunication network connections have become ubiquitous. In several developed countries, the penetration of such devices has surpassed 100 percent. They facilitate communication and access to large quantities of data without the requirement of a fixed location or connection. Assuming mobile phones usually are in close proximity with the user, their cellular activities and locations are indicative of the user's activities and movements. As such, those cellular devices may be considered as a large scale distributed human activity sensing platform. This paper uses mobile operator telephony data to visualize the regional flows of people across the Republic of Ireland. In addition, the use of modified Markov chains for the ranking of significant regions of interest to mobile subscribers is investigated. Methodology is then presented which demonstrates how the ranking of significant regions of interest may be used to estimate national population, results of which are found to have strong correlation with census data.</em></p>

Identificador

http://pure.qub.ac.uk/portal/en/publications/population-mobility-dynamics-estimated-from-mobile-telephony-data(3e1c3d30-02b2-48b6-a3f6-e1e7d756c5f2).html

http://dx.doi.org/10.1080/10630732.2014.888904

http://www.scopus.com/inward/record.url?scp=84902784497&partnerID=8YFLogxK

Idioma(s)

eng

Direitos

info:eu-repo/semantics/restrictedAccess

Fonte

Doyle , J , Hung , P , Farrell , R & McLoone , S 2014 , ' Population Mobility Dynamics Estimated from Mobile Telephony Data ' Journal of Urban Technology , vol 21 , no. 2 , pp. 109-132 . DOI: 10.1080/10630732.2014.888904

Palavras-Chave #call detail records #imperfect trajectories #Markov chain #population estimation #stationary distribution #/dk/atira/pure/subjectarea/asjc/3300/3322 #Urban Studies
Tipo

article