An Intelligent Tutoring System Approach to Adaptive Instructional Systems

Abstract

Report developed under a Small Business Innovation Research Program 99.2 contract for topic OSD-99-O4. Training programs provide students with deliberately selected learning experiences, so they can acquire and retain knowledge and skills. Intelligent Tutoring Systems (ITSs) are computer-based training systems that mimic human instructors to provide automated, one-on-one instruction. Most ITSs developed so far have applied a limited set of strategies for adapting instruction to differences among individual students. During this Phase I SBIR project, we developed a generic model of adaptive instructional systems that is designed to be broadly applicable across a wide range of training domains. We then applied this generic model as a framework for describing how AIS capabilities could be added to the Intelligent Flight Trainer (I,F,T), a helicopter training simulator deployed at Ft. Rucker, Alabama. Finally, we developed a limited, proof-of-concept software prototype to illustrate elements of this model. The generic AIS model appears plausible, feasible, and useful, and the software prototype provides additional encouragement.

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Document Details

Document Type
Technical Report
Publication Date
Sep 01, 2005
Accession Number
ADA437533

Entities

People

  • James Ong
  • Sowmya Ramachandran

Organizations

  • Stottler Henke Associates

Tags

Communities of Interest

  • Biomedical
  • C4I
  • Counter WMD
  • Human Systems
  • Weapons Technologies

DTIC Thesaurus Topics

  • Aircrafts
  • Artificial Intelligence
  • Cognition
  • Computational Science
  • Computer-Aided Instruction
  • Computers
  • Flight Simulators
  • Flight Training
  • Information Processing
  • Instructors
  • Motor Skills
  • Psychology
  • Simulators
  • Situational Awareness
  • Students
  • Task Performance And Analysis
  • Three Dimensional

Fields of Study

  • Computer science

Readers

  • Database Systems and Applications
  • STEM Education
  • Systems Analysis and Design

Technology Areas

  • AI & ML