Identifying science concepts and student misconceptions in an interactive essay writing tutor

نویسندگان

  • Steven Bethard
  • Ifeyinwa Okoye
  • Md. Arafat Sultan
  • Haojie Hang
  • James H. Martin
  • Tamara Sumner
چکیده

We present initial steps towards an interactive essay writing tutor that improves science knowledge by analyzing student essays for misconceptions and recommending science webpages that help correct those misconceptions. We describe the five components in this system: identifying core science concepts, determining appropriate pedagogical sequences for the science concepts, identifying student misconceptions in essays, aligning student misconceptions to science concepts, and recommending webpages to address misconceptions. We provide initial models and evaluations of the models for each component.

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Sample Essay

The following winning essay was submitted in 2009 by a UK higher education student for an essay writing competition sponsored by the LearnHigher Centre of Excellence in Teaching and Learning (CETL) network. The set title was 'What is the point of referencing?', and there was a maximum word limit of 1,500 words. There is a tutor commentary on the points made by the student to the left of the ess...

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تاریخ انتشار 2012