Name
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. |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1109/CSE.2009.283 | CSE (4) |
Keywords | Field | DocType |
full trajectory,simple clustering algorithm,temporally separated cluster,spatial dispersion,cellular telecommunication record,bimodal clustering,simple statistic,mobile phone user,human mobility,large dataset,data mining,statistical analysis,clustering,physics,ergonomics,clustering algorithms,trajectory | Data mining,Spatial dispersion,Cluster (physics),Cellular radio,Computer science,Mobile phone,Cluster analysis,Trajectory,Statistical analysis | Conference |
ISSN | Citations | PageRank |
International Conference on Computational Science and Engineering,
4: 944-947, 2009 | 5 | 0.48 |
References | Authors | |
7 | 2 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| James P. Bagrow | 1 | 281 | 26.25 |
| Tal Koren | 2 | 5 | 0.48 |