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Author Spotlight: Enhancing Cryo-Electron Microscopy by Automated Data Collection and Analysis Techniques
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ElectronixTutor: an intelligent tutoring system with multiple learning resources for electronics.

Arthur C Graesser1,2, Xiangen Hu1, Benjamin D Nye3

  • 11Institute for Intelligent Systems, University of Memphis, Memphis, USA.

International Journal of STEM Education
|January 12, 2019
PubMed
Summary
This summary is machine-generated.

Intelligent tutoring systems (ITSs) were integrated into ElectronixTutor to teach electronics. This system combines multiple empirically-based ITSs into a single learning environment, showing effectiveness in STEM education.

Keywords:
ASSISTmentsAutoTutorDragoonElectronicsIntelligent tutoring systemsSystem integration

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Area of Science:

  • Educational Technology
  • Computer Science

Background:

  • The Office of Naval Research (ONR) initiated a STEM Challenge to develop intelligent tutoring systems (ITSs) for STEM education.
  • Four teams developed ITSs for mathematics, electronics, and dynamical systems over 18 months.
  • ONR funded a joint project to integrate these systems for teaching electronic circuits, led by the University of Memphis.

Purpose of the Study:

  • To describe the architecture of the integrated intelligent tutoring system, ElectronixTutor.
  • To outline the learning resources integrated into ElectronixTutor.
  • To present empirical findings supporting the effectiveness of ElectronixTutor's components.

Main Methods:

  • Developed a fully integrated ElectronixTutor system incorporating multiple ITSs (AutoTutor, Dragoon, LearnForm, ASSISTments, BEETLE-II), texts, and videos.
  • Designed an architecture featuring a student model with knowledge components and cognitive/non-cognitive attributes.
  • Implemented a recommender system to guide students through learning pathways.

Main Results:

  • The ElectronixTutor architecture includes a comprehensive student model and a recommender system.
  • Individual ITS components within ElectronixTutor have demonstrated learning gains in prior research.
  • A prototype of the integrated ElectronixTutor system has been successfully developed.

Conclusions:

  • ElectronixTutor effectively integrates multiple empirically-validated ITS components into a unified system for STEM education.
  • The system is currently undergoing testing and represents a novel approach to assembling well-established ITSs.
  • This integrated environment aims to enhance student learning in electronics.