OntoMiner: Bootstrapping and populating ontologies from domain-specific Web sites

Hasan Davulcu, Srinivas Vadrevu, Saravanakumar Nagarajan, I. V. Ramakrishnan

Research output: Contribution to journalReview articlepeer-review

45 Scopus citations

Abstract

The algorithms that automatically annotate HTML documents with semantic lables are studied. OntoMiner offers automated techniques for creating ontologies based on a small collection of relevant Web sites. OntoMiner constructs specialized domain ontologies by organizing and mining a set of user-supplied taxonomy-directed Web sites. OntoMiner attains a precision of 80 percent and recall of more than 90 percent for taxonomies, labels, and values of their instances.

Original languageEnglish (US)
Pages (from-to)24-33
Number of pages10
JournalIEEE Intelligent Systems
Volume18
Issue number5
DOIs
StatePublished - Sep 2003

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Artificial Intelligence

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