Inference with Possibilistic Evidence
This addresses a theoretical problem in uncertainty modeling for researchers, but it appears incremental as it builds on existing possibilistic and probabilistic concepts.
The paper tackles the problem of inference with possibilistic evidence by proposing a unified framework that ensures compatibility of concepts and consistency of probability logic, but no concrete results or numbers are provided.
In this paper, the concept of possibilistic evidence which is a possibility distribution as well as a body of evidence is proposed over an infinite universe of discourse. The inference with possibilistic evidence is investigated based on a unified inference framework maintaining both the compatibility of concepts and the consistency of the probability logic.