Default reasoning and the transferable belief model

P. Smets,Yen-Teh Hsia

Published 1990 in Conference on Uncertainty in Artificial Intelligence

ABSTRACT

Except when explicitly stated, all belief functions used in this paper are simple support functions, i.e. belief functions for which only one proposition (the focus) of the frame of discernment receives a positive basic belief mass with the remaining mass being given to the tautology. Each belief function will be described by its focus and the weight of the focus (e.g. m(A)=.9). Computation of the basic belief masses are always performed by vacuously extending each belief function to the product space built from all variables involved, combining them on that space by Dempster's rule of combination, and projecting the result to the space corresponding to each individual variable.

PUBLICATION RECORD

  • Publication year

    1990

  • Venue

    Conference on Uncertainty in Artificial Intelligence

  • Publication date

    1990-07-27

  • Fields of study

    Computer Science

  • Identifiers
  • External record

    Open on Semantic Scholar

  • Source metadata

    Semantic Scholar

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