OPTICS: ordering points to identify the clustering structure
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Information Foraging Theory: Adaptive Interaction with Information
Information Foraging Theory: Adaptive Interaction with Information
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Identifying important places in people's lives from cellular network data
Pervasive'11 Proceedings of the 9th international conference on Pervasive computing
Understanding user spatial behaviors for location-based recommendations
Proceedings of the 22nd international conference on World Wide Web companion
Trade area analysis using user generated mobile location data
Proceedings of the 22nd international conference on World Wide Web
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In this paper, we propose a new analytic unit for human mobility analysis -- the patch. We developed a process to identify Regularly Visited Patches (RVP) and a set of metrics to characterize and measure their spatial patterns. Using a large dataset of Foursquare check-ins as a test bed, we show that RVP analysis reveals fundamental patterns of human mobility and will lead to promising research with strong implications for businesses.