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Exploratory Social Network Analysis with Pajek: Blockmodels

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Hossein Fani
Hossein Fani

Exploratory Social Network Analysis Chapter 12: Blockmodels

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Blockmodels Exploratory Social Network Analysis, Part V, Chapter XII
Modeling View Change
What’s the Advantage?
Definitions • Adjacency Matrix • Incident Matrix  2-Mode Nets • Isomorphic Network  Renumbering • Permutation
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
Dissimilarity Dendrogram: hierarchical clustering Dissimilarity Score
Example: Metal Exportation
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
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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