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2009 International Conference on Computational Science and Engineering
Investigating Bimodal Clustering in Human Mobility
Vancouver, Canada
August 29-August 31
ISBN: 978-0-7695-3823-5
ASCII Text
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James P. Bagrow, Tal Koren, "Investigating Bimodal Clustering in Human Mobility," Computational Science and Engineering, IEEE International Conference on, vol. 4, pp. 944-947, 2009 International Conference on Computational Science and Engineering, 2009.
 
 
BibTex
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@article{ 10.1109/CSE.2009.283,
author = {James P. Bagrow and Tal Koren},
title = {Investigating Bimodal Clustering in Human Mobility},
journal ={Computational Science and Engineering, IEEE International Conference on},
volume = {4},
year = {2009},
isbn = {978-0-7695-3823-5},
pages = {944-947},
doi = {http://doi.ieeecomputersociety.org/10.1109/CSE.2009.283},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Computational Science and Engineering, IEEE International Conference on
TI - Investigating Bimodal Clustering in Human Mobility
SN - 978-0-7695-3823-5
SP944
EP947
A1 - James P. Bagrow,
A1 - Tal Koren,
PY - 2009
KW - human mobility
KW - clustering
KW - mobile phones
VL - 4
JA - Computational Science and Engineering, IEEE International Conference on
ER -
 
We apply a simple clustering algorithm to a large dataset of cellular telecommunication records, reducing the complexity of mobile phone users' full trajectories and allowing for simple statistics to characterize their properties. For the case of two clusters, we quantify how clustered human mobility is, how much of a user's spatial dispersion is due to motion between clusters, and how spatially and temporally separated clusters are from one another.
Index Terms:
human mobility, clustering, mobile phones
Citation:
James P. Bagrow, Tal Koren, "Investigating Bimodal Clustering in Human Mobility," cse, vol. 4, pp.944-947, 2009 International Conference on Computational Science and Engineering, 2009
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