Title :
Interfaces for coached apprenticeship systems
Author_Institution :
Learning Res. & Dev. Center, Pittsburgh Univ., PA, USA
Abstract :
A scheme is being developed for student modeling that can be helpful in pursuing links between neural network and symbolic approaches to training system development. The approach has two problems. First, it is not possible to have a certainty about whether a particular piece of knowledge is present in a student. A second problem is that microlevel detail may not be the only useful level for student modeling. The authors´ approach to dealing with both of these problems is to layer a lattice of what they call student modeling variables on top of direct overlay information
Keywords :
computer aided instruction; neural nets; symbol manipulation; user modelling; coached apprenticeship systems; neural network; student modeling interfaces; symbolic approaches; training system development; Fatigue; Humans; Indexing; Lattices; Neural networks; Power supplies; Production systems; Research and development; Stress; Uncertainty;
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.1991.169833