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Toward a Dempster-Shafer theory of concepts

Published 14 Aug 2019 in cs.AI and cs.LO | (1908.05145v2)

Abstract: In this paper, we generalize the basic notions and results of Dempster-Shafer theory from predicates to formal concepts. Results include the representation of conceptual belief functions as inner measures of suitable probability functions, and a Dempster-Shafer rule of combination on belief functions on formal concepts.

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