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Knowledge extraction from web pages

  • Data sources
  • The extraction method depends on where the number appears in the page
    • Meta tags and microdata: structured data extraction
    • Page header and footer: a rule-based extraction system
    • Page body:
      • Hand-engineered features for phone numbers (HTML tag structure, surrounding text, and so on)
      • Machine learning for extraction and classification