Research Article

Community Detection Based on Density Peak Clustering Model and Multiple Attribute Decision-Making Strategy TOPSIS

Algorithm 1

DPCT, density peak clustering and TOPSIS-based community detection method.
Input: , the network; , the radius of the DBSCAN algorithm; , the minimal number of data points contained within the radius.
Output: , the partition of network.
(1) = Keynodes_mine ;
(2)Community_expansion ;
(3) = -;
(4) = Non-keynodes_allocation ;
(5) = Commnunity_merge ;
(6)return