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We deal with the problem of automatically generating social networks byanalyzing and assessing smartphone usage and interaction data. We start byassigning weights to the different types of interactions such as messaging,email, phone calls, chat and physical proximity. Next, we propose a rankingalgorithm which recognizes the pattern of interaction taking into account thechanges in the collected data over time. Both algorithms are based on recentfindings from social network research.

Social Network Generation and Role Determination Based on Smartphone Data