We give a rigorous interpretation of the ways of combining evidence in Mycin-type expert systems. We demonstrate the probabilistic inexactness of the Mycin model and its incompleteness for combining evidence from quantitative data extracted in well-defined physical systems. Finally, we present a new method of combining evidence including both logical and physical combinations of evidence. the method is applicable to intelligent machines capable of gathering evidence via sensors.
On the logical and physical combination of evidence in intelligent machines
Mangiaracina S;
1986
Abstract
We give a rigorous interpretation of the ways of combining evidence in Mycin-type expert systems. We demonstrate the probabilistic inexactness of the Mycin model and its incompleteness for combining evidence from quantitative data extracted in well-defined physical systems. Finally, we present a new method of combining evidence including both logical and physical combinations of evidence. the method is applicable to intelligent machines capable of gathering evidence via sensors.File in questo prodotto:
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