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Temporal Distance Metrics for Social Network AnalysisIn Proceedings of the Second ACM SIGCOMM Workshop on Online Social Networks (August 2009), pp. 31-36.
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AbstractThe analysis of social and technological networks has attracted a lot of attention as social networking applications and mobile sensing devices have given us a wealth of real data. Classic studies looked at analysing static or aggregated networks, i.e., networks that do not change over time or built as the results of aggregation of information over a certain period of time. Given the soaring collections of measurements related to very large, real network traces, researchers are quickly starting to realise that connections are inherently varying over time and exhibit more dimensionality than static analysis can capture.
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