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 language | English (US) |
|---|---|
| Title of host publication | Logic Programming and Nonmonotonic Reasoning |
| Editors | Ilkka Niemela, Vladimir Lifschitz |
| Publisher | Springer Verlag |
| Pages | 21-33 |
| Number of pages | 13 |
| ISBN (Electronic) | 354020721X, 9783540207214 |
| State | Published - Jan 1 2004 |
| Event | 7th International Conference on Logic Programming and Nonmonotonic Reasoning , LPNMR 2004 - Fort Lauderdale, United States Duration: Jan 6 2004 → Jan 8 2004 |
Publication series
| Name | Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) |
|---|---|
| Volume | 2923 |
| ISSN (Print) | 0302-9743 |
Conference
| Conference | 7th International Conference on Logic Programming and Nonmonotonic Reasoning , LPNMR 2004 |
|---|---|
| Country | United States |
| City | Fort Lauderdale |
| Period | 1/6/04 → 1/8/04 |
ASJC Scopus subject areas
- Theoretical Computer Science
- Computer Science(all)
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Cite this
Baral, C., Gelfond, M., & Rushton, N. (2004). Probabilistic reasoning with answer sets. In I. Niemela, & V. Lifschitz (Eds.), Logic Programming and Nonmonotonic Reasoning (pp. 21-33). (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); Vol. 2923). Springer Verlag.