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Krahasoni metodat

Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.

Qendërsueshmëria e peshuar e vektorit vetjak×Qendërsia e Afërsisë së Peshuar×
FushaAnaliza e rrjeteveAnaliza e rrjeteve
FamiljaMachine learningMachine learning
Viti i origjinës1987 (binary); 2010 (weighted generalization)2010
KrijuesiBonacich, P. (binary); Opsahl, T. et al. (weighted extension)Opsahl, T.; Agneessens, F.; Skvoretz, J.
LlojiSpectral centrality measureCentrality measure (network analysis)
Burimi themeluesBonacich, P. (1987). Power and centrality: A family of measures. American Journal of Sociology, 92(5), 1170–1182. DOI ↗Opsahl, T., Agneessens, F. & Skvoretz, J. (2010). Node centrality in weighted networks: Generalizing degree and shortest paths. Social Networks, 32(3), 245–251. DOI ↗
Emërtime të tjeraWEC, weighted spectral centrality, strength-weighted eigenvector centrality, weighted eigenvector prestigeweighted closeness, generalized closeness centrality, WCC, distance-weighted closeness
Të lidhura66
PërmbledhjaWeighted eigenvector centrality extends the classic eigenvector centrality measure to graphs where edges carry numerical weights, scoring each node proportionally to the sum of its neighbors' scores multiplied by the connecting edge weights. Nodes score highly not just by having many connections but by being strongly linked to other influential nodes, making the measure sensitive to both tie strength and network position simultaneously.Weighted closeness centrality extends the classic closeness measure to networks where edges carry numerical weights — such as frequency, strength, or cost — by incorporating those weights into shortest-path distances. Nodes that can reach others quickly along strong or efficient connections receive higher scores, making it a richer indicator of information-spreading potential than its binary counterpart.
ScholarGateSeti i të dhënave
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  1. v1
  2. 2 Burimet
  3. PUBLISHED

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ScholarGateKrahasoni metodat: Weighted Eigenvector Centrality · Weighted Closeness Centrality. Marrë më 2026-06-18 nga https://scholargate.app/sq/compare