Mining Web Data for Competency Management

  • Authors:
  • J. Zhu;A. L. Goncalves;V. S. Uren;E. Motta;R. Pacheco

  • Affiliations:
  • The Open University;Stela Institute;The Open University;The Open University;Stela Institute

  • Venue:
  • WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
  • Year:
  • 2005

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Abstract

We present CORDER (COmmunity Relation Discovery by named Entity Recognition) an un-supervised machine learning algorithm that exploits named entity recognition and co-occurrence data to associate individuals in an organization with their expertise and associates. We discuss the problems associated with evaluating unsupervised learners and report our initial evaluation experiments.