Steve Hanneke and Eric Xing, Discrete Temporal Models of Social Networks
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Citation
Steve Hanneke and Eric Xing, Discrete Temporal Models of Social Networks. Workshop on Statistical Network Analysis, held at the 23 rd International Conference on Machine Learning, 2006.
Online Version
Discrete Temporal Models of Social Networks
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Summary
This paper proposed a discrete temporal model family that is capable of modeling network evolution, while maintaining the flexibility of ERGMs. It also proposed such models to build upon ERGMs as much as possible. At first, this paper show us the simplest case of the proposed models before turning to the fully general models.
