Reasoning with Consistent Probabilities

Driankov, Dimiter

Reasoning with Consistent Probabilities

Download BibTeX Cite

Proceedings of the Tenth International Joint Conference on Artificial Intelligence. Reasoning. Pages 899-900.

Abstract

The objective of the present paper is twofold: first, to establish explicit conditions for the elicitation of consistent a priori and conditional probabilities for a set of evenb representing pieces of evidence and hJ1pothue6. Furthermore, an algorithm is proposed which uses these consistent input probabilities to compute lower and upper bound1 for higher order joint probabilities. Secondly, problems concerning the aggregation and propagation of probabilistic estimates are collSidered. It is shown how these could be solved by using the higher order joint probabilities obtained for the elements of the so-<:alled complete 1et of mutuall11 eulU~ive atomic event1.

Dimiter Driankov. 1987. Reasoning with Consistent Probabilities. In Proceedings of the Tenth International Joint Conference on Artificial Intelligence, IJCAI-87. IJCAI, 899–900. https://ijcai.org/proceedings/1987/186

@inproceedings{ijcai1987p186,
  title     = {Reasoning with Consistent Probabilities},
  author    = {Driankov, Dimiter},
  booktitle = {Proceedings of the Tenth International Joint Conference on
               Artificial Intelligence, {IJCAI-87}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {John McDermott},
  pages     = {899--900},
  year      = {1987},
  note      = {Reasoning},
  url       = {https://ijcai.org/proceedings/1987/186},
}

TY  - CPAPER
TI  - Reasoning with Consistent Probabilities
AU  - Driankov, Dimiter
T2  - Proceedings of the Tenth International Joint Conference on Artificial Intelligence, IJCAI-87
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1987
SP  - 899
EP  - 900
UR  - https://ijcai.org/proceedings/1987/186
ER  -