A Bayesian Approach to Intelligent Tutoring Systems for Logic Circuit Design Problem Solving

摘要

As students learn about logic circuit design, they come across understanding concepts of Boolean Algebra. For some students, dealing with complex logical expressions could be a frustrating experience that may obstruct understanding as well as the development of the required design skills. Intelligent Tutoring Systems (ITS) could provide an excellent one-on-one support to improve conceptual and procedural understanding needed to overcome that problem. In addition, the use of Bayesian Networks is anticipated to be a reliable technique in dealing with different uncertainties encountered during student knowledge assessment.