Toward a Dempster-Shafer theory of concepts

Frittella, Sabine, Manoorkar, Krishna, Palmigiano, Alessandra, Tzimoulis, Apostolos, Wijnberg, Nachoem M.

arXiv.org Artificial Intelligence 

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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