This chapter presents a link analysis approach for analyzing large networks of entities extracted from document collections. We assume that an initial NER and relationship extraction was performed and we are interested in analyzing the structure of the network of these entities. We start by presenting the basic definitions and then follow to focus on centrality analysis and computing equivalence classes on entities within the network. We use the network of the 9-11 hijackers as a running example.
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