Title of article :
Tracking Co-evolution of Behavior and Relationships with Mobile Phones
Author/Authors :
Dong, Wen MIT Media Laboratory, USA , Lepri, Bruno FBK, Italy , Lepri, Bruno MIT Media Laboratory, USA , Pentland, Sandy MIT Media Laboratory, USA
From page :
136
To page :
151
Abstract :
The co-evolution of social relationships and individual behavior in time and space has important implications, but is poorly understood because of the difficulty of 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. Our co-evolution model will be useful in bridging sensor networks data and organizational dynamics theories, simulating different ways to shape behavior and relationships, and turning mobile phone data into data products.
Keywords :
social computing , human dynamics , living labs , sensor networks , organizational dynamics , stochastic process , multi , agent model
Journal title :
Tsinghua Science and Technology
Journal title :
Tsinghua Science and Technology
Record number :
2535451
Link To Document :
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