Currently, various approaches are used to acquire expert knowledge bases. There is a lack of a formalized approach in the literature to the problem of methods used in building knowledge bases. One of the oldest methods of creating expert knowledge is the probabilistic method. The article contains knowledge regarding the description of the probabilistic method for determining maintenance information. The paper also presents the analytical foundations of this method, as well as its properties and conditions.The effects obtained from the influence of a given method on the preventive maintenance of an object were subjected to qualitative analysis. Developing programs supporting the process of organizing technical maintenance based on diagnostic information is significantly hindered. The basis for this state is the lack of general methods for the formal recording of diagnostic knowledge, specialist (expert) knowledge, and other types, as well as the inability to fully algorithmize the process of effective reasoning and decision-making. (…)
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Source: Logistyka Magazine
Probabilistic method in creating an expert knowledge base – PDF file for download