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Exploratory Social Network Analysis with Pajek: Blockmodels
1.
Blockmodels Exploratory Social
Network Analysis, Part V, Chapter XII
2.
Modeling View Change
3.
What’s the Advantage?
4.
Definitions • Adjacency
Matrix • Incident Matrix 2-Mode Nets • Isomorphic Network Renumbering • Permutation
5.
Structural Equivalence •
Complete Block • Null Block • Image Matrix Defining the Clusters Blocks Core Periphery Core Complete Complete Periphery Complete Null with Error Shrunk Net Image Matrix
6.
Dissimilarity Dendrogram: hierarchical
clustering Dissimilarity Score
7.
Example: Metal Exportation
8.
Generalized Equivalence Generalized
Blockmodeling Regular Equivalence • A regular block contains at least one arc in each row and in each column • Example: All the Ministers Advise PM Advisors Must Advise at Least 1 Minister User Defined
9.
Adjacency Matrix Double
Click Permutations: Operations > Partition + Permutation > Reorder Partition & Partition > Make a Permutation Dissimilarity Cluster > Create Complete Cluster. Operations > Network + Cluster > Dissimilarity. Operations > Network + Cluster > Dissimilarity > Network based > Options > Report Matrix Blockmodeling Network > Create Partition > Blockmodeling* Partitions > Info > Cramer’s V, Rajski.
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