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Enhanced community detection in social networks via topic-sentiment integration and content-enriched Leiden clustering

Ghaidaa Al-Sultany Hayder M. Alash Raman Kumar W. Mbasso J. Gowrishankar Manoranjan Parhi J. Mayan Rajender Kumar Pulkit Kumar
Aug 2026 · Knowledge and Information Systems · Vol 68 · 0 citations · 62 references

TL;DR

Results demonstrate that jointly incorporating structural, semantic, and sentiment information yields more coherent, semantically aligned communities than structure-only baselines while maintaining practical scalability.

DOI Semantic Scholar
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