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[2210.08274] CLARE: A Semi-supervised Community Detection Algorithm
Source: arxiv.org
Article summary:
1. Community detection is a task of discovering closely related subgraphs to understand networks.
2. CLARE is a semi-supervised community detection algorithm that consists of two components: Community Locator and Community Rewriter.
3. Experiments have verified the effectiveness and efficiency of CLARE compared to existing state-of-the-art approaches on multiple real-world datasets.
Article analysis:
The article provides an overview of the CLARE algorithm, which is a semi-supervised community detection algorithm that consists of two components: Community Locator and Community Rewriter. The article claims that experiments have verified the effectiveness and efficiency of CLARE compared to existing state-of-the-art approaches on multiple real-world datasets, however, there is no evidence provided to support this claim. Additionally, the article does not explore any potential risks associated with using the algorithm or provide any counterarguments to its claims. Furthermore, it does not present both sides equally or provide any evidence for its claims, making it difficult to assess its trustworthiness and reliability.