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A Bayesian Approach to Income Inference in a Communication Network (1811.04246v1)
Published 10 Nov 2018 in cs.CY, cs.LG, cs.SI, and physics.soc-ph
Abstract: The explosion of mobile phone communications in the last years occurs at a moment where data processing power increases exponentially. Thanks to those two changes in a global scale, the road has been opened to use mobile phone communications to generate inferences and characterizations of mobile phone users. In this work, we use the communication network, enriched by a set of users' attributes, to gain a better understanding of the demographic features of a population. Namely, we use call detail records and banking information to infer the income of each person in the graph.