Reasoning with Mass Distributions
Rudolf Kruse, Detlef Nauck, Frank Klawonn
The concept of movable evidence masses that flow from supersets to subsets as specified by experts represents a suitable framework for reasoning under uncertainty. The mass flow is controlled by specialization matrices. New evidence is integrated into the frame of discernment by conditioning or revision (Dempster's rule of conditioning), for which special specialization matrices exist. Even some aspects of non-monotonic reasoning can be represented by certain specialization matrices.
PDF Link: /papers/91/p182-kruse.pdf
AUTHOR = "Rudolf Kruse
and Detlef Nauck and Frank Klawonn",
TITLE = "Reasoning with Mass Distributions",
BOOKTITLE = "Proceedings of the Seventh Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-91)",
PUBLISHER = "Morgan Kaufmann",
ADDRESS = "San Mateo, CA",
YEAR = "1991",
PAGES = "182--187"