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?
Soma mbinu kamili
Ingia kwa akaunti ya bure ili kusoma sehemu hii.
Method map
The neighbourhood of related methods — select a node to explore.
+15 more
Vyanzo
- 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 ↗
- 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
Which method?
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.
- Uchambuzi wa UsentraliUchanganuzi wa Mitandao↔ compare
- Muundo wa Mitandao ya Kielektroniki kwa Kina (ERGM / p*)Uchanganuzi wa Mitandao↔ compare
- Ngeli ya Kiwango cha Juu (Hierarchical Clustering)Ujifunzaji wa Mashine↔ compare
- Miundo ya Uenezaji wa MtandaoUchanganuzi wa Mitandao↔ compare
- Stochastic Block ModelUchanganuzi wa Mitandao↔ compare
Imerejelewa na
Umeona tatizo kwenye ukurasa huu? Ripoti au pendekeza marekebisho →