Rumor Detection Based on Knowledge Enhancement and Graph Attention Network

Figure 7

Case Study: a testing example demonstrates that the information of dependency tree contributes to the classification performance; our model generated a proper attention distribution with the assistance of dependency tree. Darker cell color indicates higher attention value.(a) The attention matrix of nonrumor by our method. (b) The attention matrix of rumor by our method.

(a)

(b)