SOC-PHAISIJul 30, 2022

20 years of network community detection

arXiv:2208.00111v2185 citationsh-index: 76
Originality Synthesis-oriented
AI Analysis

This is an incremental review article for researchers in network analysis, providing a historical overview without new findings.

The paper reviews progress in the automated discovery of communities in network data over the past 20 years, summarizing key developments and insights in the field.

A fundamental technical challenge in the analysis of network data is the automated discovery of communities - groups of nodes that are strongly connected or that share similar features or roles. In this commentary we review progress in the field over the last 20 years.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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