# Belief revision by examples

arXiv: https://arxiv.org/abs/1409.5340 · HTML: https://mlsanity.com/paper/1409.5340/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 18 Sep 2014.

## Built on by (most cited first, 2 of 2)

- [Merging with unknown reliability](https://mlsanity.com/paper/2101.02516/) (2021)
- [On Mixed Iterated Revisions](https://mlsanity.com/paper/2104.03571/) (2021)

## Abstract (arXiv)

A common assumption in belief revision is that the reliability of the information sources is either given, derived from temporal information, or the same for all. This article does not describe a new semantics for integration but the problem of obtaining the reliability of the sources given the result of a previous merging. As an example, the relative reliability of two sensors can be assessed given some certain observation, and allows for subsequent mergings of data coming from them.