Title :
Intelligent diagnostic problem solving tutor: an experimental evaluation
Author :
Vasandani, Vijay ; Govindaraj, T.
Author_Institution :
Sch. of Ind. & Syst. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
The authors describe an experimental evaluation of an intelligent tutoring system designed to train operators to troubleshoot a marine power plant. Three training conditions were explored: training with simulator, training with a passive tutor and training with an active tutor. Along with the training condition effect, the effect of seen status of a problem was also analyzed. The results of the analysis show that a simulator alone is inadequate. A simulator in conjunction with a computer-based tutor can help develop efficient troubleshooting skills. The troubleshooting performance of students improves with practice and familiarity with a problem. No all students are equally receptive to every tutoring strategy and provisions must be made in training programs for individual preferences and differences in abilities and styles
Keywords :
computer aided instruction; fault location; marine systems; power plants; problem solving; computer-based tutor; diagnostic problem solving tutor; intelligent tutoring system; marine power plant; simulator; training; troubleshooting; Data analysis; Design engineering; Industrial training; Man machine systems; Modeling; Power engineering and energy; Power generation; Problem-solving; Shipbuilding industry; Systems engineering and theory;
Conference_Titel :
Systems, Man, and Cybernetics, 1991. 'Decision Aiding for Complex Systems, Conference Proceedings., 1991 IEEE International Conference on
Conference_Location :
Charlottesville, VA
Print_ISBN :
0-7803-0233-8
DOI :
10.1109/ICSMC.1991.169944