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Project Themes: Complex Social Systems Research Design and Methodology The Reality Mining Dataset Sociology in the 21st Century User Behavior Modeling and Prediction Relationship Inference Social Serendipity Organizational Dynamics Epidemiology and Information Dissemination Eigenbehaviors |
EigenbehaviorsEigenbehaviors allow us to identify the structure inherent in daily human behavior with models that can accurately cluster, analyze and predict multimodal data from individuals and groups. We show that it is possible to accurately model many people's lives with just a few parameters - thus allowing accurate prediction of their future behavior from limited observations of their current behavior - as well as to create a similarity metric between individuals and groups that allows accurate identification of group affiliation and behavioral 'style'.
© 2008 Massachusetts Institute of Technology
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