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Home Institute for Intelligent Systems Projects J-MITSE

J-MITSE

PI: Xiangen Hu

Class 5.0Students in the United States are failing to meet mathematics standards and falling further behind students in other countries. This trend has been more pronounced smaller cities and rural areas. The Jackson-Madison Intelligent Tutoring System Evaluation (J-MITSE) Project attempts to find effective methods to address this national problem.

J-MITSE is an after-school program for sixth graders. Middle school is a critical period when basic math skills are applied to understand deeper math concepts.

The J-MITSE project gives students structured after-school time twice a week for two hours in one of two distinct types of instructional programs.

In the first program, students interact with the intelligent tutoring system, ALEKS, which uses knowledge space theory to individualize student learning during three 20-minute blocks each day. Students in the second program receive three 20-minute blocks taught by a human teacher using an 'I do – We do – You do' method.

All students also receive two 20-minute breaks for snacks and games between the learning sessions to increase enjoyment.

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Funding:

  • Applications of Intelligent Tutoring Systems (ITS) to Improve the Skill Levels of Students with Deficiencies in Mathematics. Funding Agency: IES. $2,322,310

Selected Publications:

  • Hu, X., Craig, S. D., Bargagliotti A. E., Graesser, A. C., Okwumabua, T., Anderson, C., Cheney, K. R., & Sterbinsky, A. (2012). The effects of a traditional and technology-based after-school program on 6th grade students' mathematics skills. Journal of Computers in Mathematics and Science Teaching, 31, 17–38.
  • Craig, S. D., Hu, X., Graesser, A. C., Bargagliotti A. E., Sterbinsky, A., Cheney, K. R., & Okwumabua, T. (in press). The impact of a technology-based mathematics after-school program using ALEKS on student's knowledge and behaviors. Computers & Education.
  • Craig, S. D., Anderson, C., Bargagliotti, A., Graesser, A. C., Okwumabua, T., Sterbinsky, A., & Hu, X. (2011). Learning with ALEKS: The impact of students' attendance in a mathematics after-school program. In G. Biswas, S. Bull, J. Kay,& A. Mitrovic (Eds.), Artificial Intelligence in Education: 15th International Conference, AIED 2011 (pp. 435–437). Berlin, Germany: Springer.