Mining the Meaningful Compound Terms from Materialized Faceted Taxonomies

Abstract

A materialized faceted taxonomy is an information source where the objects of interest are indexed according to a faceted taxonomy. This paper shows how from a materialized faceted taxonomy, we can mine an expression of the Compound Term Composition Algebra that specifies exactly those compound terms that have non-empty interpretation. The mined expressions can be used for encoding compactly (and subsequently reusing) the domain knowledge that is stored in existing materialized faceted taxonomies. Furthermore, expression mining is very crucial for reorganizing taxonomy-based sources which were not initially designed according to a clear faceted approach (like the directories of Google and Yahoo!), so as to have a semantically clear, and compact faceted structure. We analyze this problem and we give an analytical description of all algorithms needed for expression mining.