Community Detection in Networks Based on Modified PageRank and Stochastic Block Model

Community Detection in Networks Based on Modified PageRank and Stochastic Block Model

Community detection plays a vital role in network analysis, simplification, and compression, which reveals the network structure by dividing a network into several internally dense modules. Among plenty of methods, those based on statistical inference are widely used because they are theoretically s...

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Bibliographic Details
Main Authors: Jing Chen, Guangluan Xu, Yang Wang, Yuanben Zhang, Lei Wang, Xian Sun
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Community detection
statistical inference
stochastic block model
modified PageRank
Online Access:https://ieeexplore.ieee.org/document/8566155/

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