Exploratory blockmodeling is an (inductive) approach (or a group of approaches) in
blockmodeling
Blockmodeling is a set or a coherent framework, that is used for analyzing social structure and also for setting procedure(s) for partitioning (clustering) social network's units ( nodes, vertices, actors), based on specific patterns, which form ...
regarding the specification of an ideal
blockmodel. This approach, also known as hypotheses-generating, is the simplest approach, as it "merely involves the definition of the block types permitted as well as of the number of
cluster
may refer to:
Science and technology Astronomy
* Cluster (spacecraft), constellation of four European Space Agency spacecraft
* Asteroid cluster, a small asteroid family
* Cluster II (spacecraft), a European Space Agency mission to study th ...
s." With this approach, researcher usually defines the best possible blockmodel, which then represent the base for the analysis of the whole network.
This approach is usually based on:
* previous analyses and theoretical considerations,
* using stricker blockmodel and block types, where the
structural equivalence is stricker than the
regular equivalence and
* using smaller number of classes.
The opposite approach is called a
confirmatory blockmodeling.
References
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Blockmodeling