Social Network Mining
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Benz_U
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Random Graph Model
Model: G(n, p) n: the fixed number of nodes p: edges can be formed independently with probability p Degree Distribution: the Possion Dist原创 2015-03-24 16:19:30 · 1101 阅读 · 0 评论 -
Similarity of Social Media Network
The similarity between two nodes can be computed by measuring their structural equivalence or their regular equivalence.Structural Equivalence: Jaccard similarity:原创 2015-03-24 16:18:02 · 599 阅读 · 0 评论 -
Centrality of Social Media Network
Degree Centrality:Eigenvector Centrality: Eigenvector centrality tries to generalize degree centrality by incorporating the importance of the neighbors where is so原创 2015-03-24 16:17:39 · 724 阅读 · 0 评论 -
Social Media Network Model
1. Porperties of Real-World Networks:Degree Distribution: power-law distribution and scale-free networkClustering CoefficientAverage Path Length power-law distribution: o原创 2015-03-24 16:13:36 · 1108 阅读 · 0 评论 -
Small-World Model
small-world model原创 2015-04-06 17:24:45 · 1476 阅读 · 0 评论