Worcester Polytechnic Institute Electronic Theses and Dissertations Collection

Title page for ETD etd-042612-113955


Document Typethesis
Author NameKehrer, Paul H
Email Address pkehrer at wpi.edu
URNetd-042612-113955
TitleReaching More Students: A Web-based Intelligent Tutoring System with support for Offline Access
DegreeMS
DepartmentComputer Science
Advisors
  • Neil Heffernan, Advisor
  • Joseph Beck, Reader
  • Keywords
  • educational data mining
  • intelligent tutoring systems
  • Date of Presentation/Defense2012-04-24
    Availability unrestricted

    Abstract

    ASSISTments is a web-based intelligent tutoring system that can provide students with immediate feedback when they are doing math homework. Until now, ASSISTments required internet access in order to do nightly homework. Without ASSISTments, students do their work on paper and are not told if they are correct or given help for wrong answers until the next morning at best. We've developed a component that supports 'offline-mode', enabling students without internet access at home to still receive immediate feedback on their responses. Students with laptops download their assignments at school, and then run ASSISTments at home in offline mode, utilizing the browser's application cache and Web Storage API. To evaluate the benefit of having the offline feature, we ran a randomized controlled study that tests the effect of immediate feedback on student learning. Intuition would suggest that providing a student with tutoring and feedback immediately after they submit an answer would lead to better understanding of the material than having them wait until the next day. The results of the study confirmed our hypothesis, and validated the need for 'offline mode.'

    Files
  • pkehrer.pdf

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