Parallel label propagation algorithm based on weight and random walk

DOI10.3934/MBE.2021083zbMath1471.91403OpenAlexW3128834326MaRDI QIDQ1981088

Qian Pan, Najla Al-Nabhan, Yurong Qian, Yuan Tian, Xin Wang, Mei-li Tang

Publication date: 9 September 2021

Published in: Mathematical Biosciences and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/mbe.2021083

zbMATH Keywords

random walksocial networkweightcommunity detectionlabel propagation

Mathematics Subject Classification ID

Social networks; opinion dynamics (91D30) Sums of independent random variables; random walks (60G50) Parallel algorithms in computer science (68W10)

Cites Work

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• Partition signed social networks via clustering dynamics
• An improved label propagation algorithm based on the similarity matrix using random walk
• Detecting network communities: a new systematic and efficient algorithm
• Finding overlapping communities in networks by label propagation
• Overlapping community detection in networks

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