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The Block Point Process Model for Continuous-time Event-based Dynamic Networks

The Block Point Process Model for Continuous-time Event-based Dynamic Networks

We consider the problem of analyzing timestamped relational events between a set of entities, such as messages between users of an on-line social network. Such data are often analyzed using static or discrete-time network models, which discard a significant amount of information by aggregating events over time to form network …