Title :
Augmenting knowledge acquisition processes of expert systems with human performance modeling techniques
Author :
Mccoy, Michael S. ; Levary, Reuven R.
Author_Institution :
McDonnell Aircraft Co., St. Louis, MO, USA
Abstract :
The development of human performance models appears to resemble development of expert systems. There are some techniques used by engineering psychologists in building human performance models that could help design expert systems by shortening the knowledge-acquisition process. The procedure used in developing a model is compared with a procedure for designing expert systems. This comparison demonstrates the similarities between the two procedures as well as some of the differences. Suggestions for incorporating system engineering techniques into the expert-system-developing methodology are offered. A human-performance model (HPM) is presented as a case study
Keywords :
expert systems; human factors; knowledge engineering; expert systems; human performance modeling; knowledge acquisition; knowledge engineering; system engineering; Application software; Artificial intelligence; Diagnostic expert systems; Expert systems; Humans; Knowledge acquisition; Knowledge engineering; Power system modeling; Problem-solving; Psychology;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on