The Intersection Probability and Its Properties

@inproceedings{Cuzzolin2009TheIP,
  title={The Intersection Probability and Its Properties},
  author={Fabio Cuzzolin},
  booktitle={ECSQARU},
  year={2009}
}
In this paper we introduce the intersection probability, a Bayesian approximation of belief functions derived from purely geometric arguments, and study its properties. In particular its interpretation in terms of degrees of belief is given, by understanding the way it assigns mass to singletons in proportion to their non-Bayesian contribution. Its behavior in terms of convex combination and Dempster’s sum is also analyzed, providing a justification of its name and pointing out its affinity… CONTINUE READING

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