2011 · 128 citations · 20 references
Social SciencesSociologyCollective BehaviorHuman BehaviorMobile ComputingActivity PatternsMobility Pattern AnalysisMobility PatternsNetwork DynamicsSpatial Time SeriesTemporal Community DynamicsHuman Mobility PatternsMarkov Jump ProcessesMarkov Jump SystemsMarkov-process ApproximationMobile Communication Usage PatternsMobility TrackingSocial Network DynamicsTemporal Mobility Patterns
The co-evolution of social relationships and individual behavior in time and space has important implications, but is poorly understood because of the difficulty closely tracking the everyday life of a complete community. We offer evidence that relationships and behavior co-evolve in a student dormitory, based on monthly surveys and location tracking through resident cellular phones over a period of nine months. We demonstrate that a Markov jump process could capture the co-evolution in terms of the rates at which residents visit places and friends.
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