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Hierarchical Topic Presence Models
Motivated by a data set of web pages (documents) nested in web sites, we extend the Poisson factor analysis topic model to hierarchical topic presence models for analyzing text from documents nested in known groups.
Local and Global Topics in Text Modeling of Web Pages Nested in Web Sites
For web pages nested inside web sites, local topic models explicitly label local topics and identifies the owning web site.
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