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SPIRIT is an expert system shell for probabilistic knowledge bases. Knowledgeacquisition is performed by processing facts and rules on discrete variables ina rich syntax. The shell generates a probability distribution which respectsall acquired facts and rules and which maximizes entropy. The user-friendlydevices of SPIRIT to define variables, formulate rules and create the knowledgebase are revealed in detail. Inductive learning is possible. Medium sizedapplications show the power of the system.

Coherent Knowledge Processing at Maximum Entropy by SPIRIT