论文解读Deep Walk(Perozzi et al. 2014)Comparison between LINE、DeepWalk and Node2Vec

Deep Walk (Perozzi et al.2014)

Learning node representations with the technique for learning word representations,i.e,Skipgram Treat random walks on networks as sentences

Comparison between LINE,DeepWalk and Node2Vec

Algorithm	Neighbor Expansion	Proximity	Optimization	Validation Data
LINE	BFS	first or scond	Negative Sampling	No
DeepWalk	Random	second	Hierarchical Softmax	No
Node2Vec	BFS+DFS	first	Negative Samping	Yes

To be continue

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作者：我爱卫龙

AND BETWEEN line deep node