A Taxonomy Learning Method and Its Application to Characterize a Scientific Web Community

  • Authors:
  • Paola Velardi;Alessandro Cucchiarelli;Michael Petit

  • Affiliations:
  • -;-;-

  • Venue:
  • IEEE Transactions on Knowledge and Data Engineering
  • Year:
  • 2007

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Abstract

The need to extract and manage domain-specific taxonomies has become increasingly relevant in recent years. A taxonomy is a form of business intelligence used to integrate information, reduce semantic heterogeneity, describe emergent communities and interest groups, and facilitate communication between information systems. We present a semiautomated strategy to extract domain-specific taxonomies from Web documents and its application to model a Network of Excellence in the emerging research field of enterprise interoperability.