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SmartMatch is a proprietary intelligent search engine that searches résumés and other information about job applicants and matches that information with job descriptions [1]. It was developed at between 2001 and 2003 and was acquired by Unicru in 2004. During development it was referred to by its codename Convex.

SmartMatch uses a variety of techniques from artificial intelligence research to produce high-quality search results[2]. Its three major components are:

  • A resume parser that can locate the principle structure of English-language résumés.
  • A domain-specific ontology that allows the extraction of concepts from parsed resumes
  • A set of machine learning tools that automatically extend and enhance the ontology

See also


  1. "Unicru's description of SmartMatch". 
  2. Crow, Dan and DeSanto, John. A Hybrid Approach to Concept Extraction and Recognition-Based Matching in the Domain of Human Resources. 16th. International Conference on Tools with Artificial Intelligence. 
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