Extraction of concept maps from textbooks for domain modeling

  • Authors:
  • Andrew M. Olney

  • Affiliations:
  • University of Memphis, Memphis, TN

  • Venue:
  • ITS'10 Proceedings of the 10th international conference on Intelligent Tutoring Systems - Volume Part II
  • Year:
  • 2010

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Abstract

Previous research using concept maps as domain models in intelligent tutoring systems has demonstrated their power and flexibility However, these concept maps must still be authored by a domain expert, creating a development bottleneck We present a new, streamlined methodology for automatically extracting concept maps from textbooks using term extraction, semantic parsing, and relation classification.