What is community detection in graphs?
An example of an AI chatbot conversation about community detection in graphs.
What is community detection in graphs?
Community detection in graphs is the process of identifying groups of nodes that are more densely connected to each other than to the rest of the graph.
Why is community detection important?
It's important because it helps in understanding the structure of networks, revealing insights in social networks, biology, and more.
What algorithms are commonly used for community detection?
Common algorithms include the Louvain method, Girvan-Newman algorithm, and Label Propagation.
Can you explain the Louvain method?
The Louvain method optimizes modularity by grouping nodes into communities and iteratively refining these groups to maximize the density of connections within communities.
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