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How can we detect communities when the social graphs is not available? We tackle this problem by modeling social contagion from a log of user activity, that is a dataset of tuples (u, i, t) recording the fact that user u "adopted" item i at time t. This is the only input to our problem. We propose a stochastic framework which assumes that item adoptions are governed by un underlying diffusion...
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