Layer Information Similarity Concerned Network Embedding

Table 1

Main symbols and their definitions.

Symbol	Definition
	The number of layers in the multiplex network
	The network for layer in the multiplex network
	The number of nodes
	The node set of the multiplex network
	The edge set of -th network
	The layer vector for -th network
	The common vector for node
	The common vector matrix for all nodes
	The embedding vector for node in network
	The dimension of common vector
	The dimension of layer vector
	The dimension of final node vector
	The similarity matrix between networks
	The similarity between networks and