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Intelligent tutoring system

Artificial Intelligence  Intelligent tutor  Interior point method
04/20/2014

Intelligent Tutoring Systems
encode and apply the subject matter and teaching expertise of experienced instructors, using artificial intelligence (AI) software technologies and cognitive psychology models, ...


Intelligent tutoring systems (ITSs) are systems in which individual instruction can be tailored to the needs of a particular student. This is different from computer-aided instruction (CAI), in which everyone receives the same lessons.

An intelligent tutoring system may want to cluster students' learning behavior so that strategies that work for one member of a class may work for other members.

In education field, many of the expert system's application are embedded inside the Intelligent Tutoring System (ITS) by using techniques from adaptive hypertext and hypermedia.

A cognitive tutor is an intelligent tutoring system which develops a cognitive model of a student as he or she interacts with the program, providing problems and individualized instruction based on this model.

Anderson, J. R., Boyle, C. B., & Reiser, B. J. (1985). Intelligent tutoring systems. Science, 228, 456-462.
Anzai, K., & Simon, H. A. (1979). The theory of learning by doing. Psychological Review, 86, 124-140.

See also: See also: System, Intelligent tutor, Knowledge, Environment, Agent

Artificial Intelligence  Intelligent tutor  Interior point method
04/20/2014

 
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