Nearly-automated metadata hierarchy creation

Authors:
Emilia Stoica;Marti A. Hearst
Affiliations:
University of California, Berkeley, Berkeley CA;University of California, Berkeley, Berkeley CA
Venue:
HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
Year:
2004

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Abstract

Currently, information architects create metadata category hierarchies manually. We present a nearly-automated approach for deriving such hierarchies, by converting the lexical hierarchy WordNet into a format that reflects the contents of a target information collection. We use the term "nearly-automated" because an information architect should have to make only small adjustments to produce an acceptable metadata structure. We contrast the results with an algorithm that uses lexical co-occurrence statistics.