n previous work a novel knowledge representation, called Knowledge Cartography, was introduced. The method allows for description, in the form of a map of concepts, of interrelationships among concepts distinguished in a terminology and for gradual (with growth of our knowledge) assignment of individual objects to those concepts. Effectiveness of the process of building map of concepts is a key factor influencing usability of the method. This paper presents a new map creating algorithm called TreeFusion that uses binary decision diagrams originally developed for supporting VLSI circuits design. The paper presents also some current applications of Knowledge Cartography.
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