Uncertainty in Artificial Intelligence
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Using the Dempster-Shafer Scheme in a Diagnostic Expert System Shell
Gautam Biswas, Teywansh Anand
Abstract:
This paper discusses an expert system shell that integrates rule-based reasoning and the Dempster-Shafer evidence combination scheme. Domain knowledge is stored as rules with associated belief functions. The reasoning component uses a combination of forward and backward inferencing mechanisms to allow interaction with users in a mixed-initiative format.
Keywords: Dempster-Shafer, Expert System Shell, Domain Knowledge
Pages: 98-105
PS Link:
PDF Link: /papers/87/p98-biswas.pdf
BibTex:
@INPROCEEDINGS{Biswas87,
AUTHOR = "Gautam Biswas and Teywansh Anand",
TITLE = "Using the Dempster-Shafer Scheme in a Diagnostic Expert System Shell",
BOOKTITLE = "Proceedings of the Third Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-87)",
PUBLISHER = "AUAI Press",
ADDRESS = "Corvallis, Oregon",
YEAR = "1987",
PAGES = "98--105"
}


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