ScholarGate
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Process / pipeline

Ugunduzi wa Jumuiya — Upangaji wa Mitandao katika Mitandao

Ugunduzi wa jumuiya ni familia ya algoriti za kugawanya mitandao zinazogundua vikundi vilivyounganishwa kwa msongamano — jumuiya — ndani ya mtandao. Kufafanuliwa rasmi kwa mara ya kwanza kupitia kipimo cha urekebishaji na Girvan na Newman (2002), uwanja huo ulisitawi kwa kasi na mbinu ya Louvain (Blondel et al., 2008), marekebisho ya Leiden (Traag et al., 2019), na mbinu ya habari ya Infomap. Aina zote hujibu swali lile lile: ni nodi zipi zinazounda vikundi pamoja kwa karibu zaidi kuliko na sehemu nyingine ya mtandao?

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Vyanzo

  1. Blondel, V.D., Guillaume, J.-L., Lambiotte, R. & Lefebvre, E. (2008). Fast Unfolding of Communities in Large Networks. Journal of Statistical Mechanics, 2008(10), P10008. DOI: 10.1088/1742-5468/2008/10/P10008
  2. Traag, V.A., Waltman, L. & van Eck, N.J. (2019). From Louvain to Leiden: Guaranteeing Well-Connected Communities. Scientific Reports, 9, 5233. link

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 1). Community Detection (Louvain, Girvan-Newman, Leiden, Infomap). ScholarGate. https://scholargate.app/sw/network-analysis/community-detection

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Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.

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Imerejelewa na

ScholarGateCommunity Detection (Community Detection (Louvain, Girvan-Newman, Leiden, Infomap)). Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/network-analysis/community-detection · Seti ya data: https://doi.org/10.5281/zenodo.20539026