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Hutambua Jumuiya zenye Uzito

Hutambua jumuiya zenye uzito hutambua vikundi vilivyounganishwa kwa nguvu — jumuiya — katika mitandao ambapo kingo hubeba nguvu za nambari (uzito). Kwa kuingiza uzito wa kingo kwenye utendaji wa urekebishaji, huonyesha muundo ambao ulinganifu wa binary pekee ungeukosa: nodi mbili zilizounganishwa na uhusiano dhabiti huchukuliwa kuwa sawa zaidi kuliko nodi mbili zilizounganishwa na uhusiano dhaifu. Algoriti ya Louvain ndiyo utekelezaji mkuu wa kivitendo.

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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: Theory and Experiment, 2008(10), P10008. DOI: 10.1088/1742-5468/2008/10/P10008
  2. Newman, M. E. J. (2004). Analysis of weighted networks. Physical Review E, 70(5), 056131. DOI: 10.1103/PhysRevE.70.056131

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 3). Weighted Community Detection in Networks. ScholarGate. https://scholargate.app/sw/network-analysis/weighted-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

ScholarGateWeighted Community Detection (Weighted Community Detection in Networks). Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/network-analysis/weighted-community-detection · Seti ya data: https://doi.org/10.5281/zenodo.20539026