Topic Modeling with Network Structure Task

A Topic Modeling with Network Structure Task is a Topic Modeling Task that includes a Network Structure (such as a Social Network).

• See: Text-only Topic Modeling Task.

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References

2008

• (Mei et al., 2008) ⇒ Qiaozhu Mei, Deng Cai, Duo Zhang, and ChengXiang Zhai. (2008). “Topic Modeling with Network Regularization.” In: Proceedings of (WWW 2008). doi:10.1145/1367497.1367512
  • QUOTE: In this paper, we formally define the problem of topic modeling with network structure (TMN). We propose a novel solution to this problem, which regularizes a statistical topic model with a harmonic regularizer based on a graph structure in the data ....

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