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Open Access

Tracking Co-evolution of Behavior and Relationships with Mobile Phones

Wen Dong1( ), Bruno Lepri1,2, Sandy Pentland1
MIT Media Laboratory, Cambridge, MA 02142, USA
FBK, Povo-Trento, Italy
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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.

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Tsinghua Science and Technology
Pages 136-151

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Cite this article:
Dong W, Lepri B, Pentland S. Tracking Co-evolution of Behavior and Relationships with Mobile Phones. Tsinghua Science and Technology, 2012, 17(2): 136-151. https://doi.org/10.1109/TST.2012.6180039

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Received: 29 February 2012
Published: 20 April 2012
© The author(s) 2012.

The articles published in this open access journal are distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/).