Community Detection Based on DeepWalk Model in Large-Scale Networks

Algorithm 1

Vector representation process of vertex.

Input: , , d, , t
Output: matrix of vertex representations
(1)	Initialize
(2)	Build a Binary Tree T from
(3)	for i = 0 to do
(4)
(5)	for each do
(6)
(7)	skip-gram
(8)	end
(9)	end