Probabilistic reasoning with answer sets

Chitta Baral, Michael Gelfond, Nelson Rushton

Research output: Chapter in Book/Report/Conference proceedingConference contribution

50 Citations (Scopus)

Abstract

We give a logic programming based account of probability and describe a declarative language P-log capable of reasoning which combines both logical and probabilistic arguments. Several non-trivial examples illustrate the use of P-log for knowledge representation.

Original languageEnglish (US)
Title of host publicationLecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
EditorsV. Lifschitz, I. Niemela
Pages21-33
Number of pages13
Volume2923
StatePublished - 2004
Event7th International Conference, LPNMR 2004 - Fort Lauderdale, FL, United States
Duration: Jan 6 2004Jan 8 2004

Other

Other7th International Conference, LPNMR 2004
CountryUnited States
CityFort Lauderdale, FL
Period1/6/041/8/04

Fingerprint

Logic programming
Knowledge representation

ASJC Scopus subject areas

  • Hardware and Architecture

Cite this

Baral, C., Gelfond, M., & Rushton, N. (2004). Probabilistic reasoning with answer sets. In V. Lifschitz, & I. Niemela (Eds.), Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) (Vol. 2923, pp. 21-33)

Probabilistic reasoning with answer sets. / Baral, Chitta; Gelfond, Michael; Rushton, Nelson.

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). ed. / V. Lifschitz; I. Niemela. Vol. 2923 2004. p. 21-33.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Baral, C, Gelfond, M & Rushton, N 2004, Probabilistic reasoning with answer sets. in V Lifschitz & I Niemela (eds), Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). vol. 2923, pp. 21-33, 7th International Conference, LPNMR 2004, Fort Lauderdale, FL, United States, 1/6/04.
Baral C, Gelfond M, Rushton N. Probabilistic reasoning with answer sets. In Lifschitz V, Niemela I, editors, Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). Vol. 2923. 2004. p. 21-33
Baral, Chitta ; Gelfond, Michael ; Rushton, Nelson. / Probabilistic reasoning with answer sets. Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). editor / V. Lifschitz ; I. Niemela. Vol. 2923 2004. pp. 21-33
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