Investigating Bimodal Clustering in Human Mobility Export

@article{citeulike:6083679, abstract = {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.}, archivePrefix = {arXiv}, author = {Bagrow, James P. and Koren, Tal}, citeulike-article-id = {6083679}, citeulike-linkout-0 = {http://arxiv.org/abs/0911.0674}, citeulike-linkout-1 = {http://arxiv.org/pdf/0911.0674}, citeulike-linkout-2 = {http://dx.doi.org/10.1109/CSE.2009.283}, day = {3}, doi = {10.1109/CSE.2009.283}, eprint = {0911.0674}, keywords = {mobility, social\_data, social\_dynamics}, month = {Nov}, posted-at = {2009-11-08 06:42:39}, priority = {2}, title = {Investigating Bimodal Clustering in Human Mobility}, url = {http://dx.doi.org/10.1109/CSE.2009.283}, year = {2009} }

TY - JOUR ID - citeulike:6083679 L3 - citeulike-article-id:6083679 N2 - 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. TI - Investigating Bimodal Clustering in Human Mobility KW - mobility KW - social_data KW - social_dynamics AU - Bagrow, James AU - Koren, Tal PY - 2009/Nov/03/ UR - http://dx.doi.org/10.1109/CSE.2009.283 ER -