 | Welcome! |
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SPINE (SParsification of Influence NEtworks) is a new algorithm for discovering the "backbone" of an influence network. Given a social network and a log of past propagations, we build an instance of the independent-cascade model that describes the propagations. We aim at reducing the complexity of that model, by preserving the network edges that are most likely to lead to propagations. |
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Publications |
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M. Mathioudakis, F. Bonchi, C. Castillo, A. Gionis. and A. Ukkonen. Sparsification of Influence Networks. To appear at KDD 2011  . [pdf] |
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Downloads |
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| The project libraries, as well as sample datasets and instructions on how to use them, are available here. |
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