D Asaro, FA;
Bikakis, A;
Dickens, L;
Miller, R;
(2017)
Foundations for a probabilistic event calculus.
In: Balduccini, M and Janhunen, T, (eds.)
LPNMR 2017: Logic Programming and Nonmonotonic Reasoning: 14th International Conference, Proceedings.
(pp. pp. 57-63).
Springer International Publishing AG
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Abstract
We present PEC, an Event Calculus (EC) style action language for reasoning about probabilistic causal and narrative information. It has an action language style syntax similar to that of the EC variant Modular-ε. Its semantics is given in terms of possible worlds which constitute possible evolutions of the domain, and builds on that of Epistemic Functional EC (EFEC). We also describe an ASP implementation of PEC and show the sense in which this is sound and complete.
| Type: | Proceedings paper |
|---|---|
| Title: | Foundations for a probabilistic event calculus |
| Event: | LPNMR 2017: 14th International Conference, Logic Programming and Nonmonotonic Reasoning, 3-6 July 2017, Espoo, Finland |
| ISBN-13: | 9783319616599 |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1007/978-3-319-61660-5_7 |
| Publisher version: | https://doi.org/10.1007/978-3-319-61660-5_7 |
| Language: | English |
| Additional information: | This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL SLASH UCL > Provost and Vice Provost Offices > UCL SLASH > Faculty of Arts and Humanities UCL > Provost and Vice Provost Offices > UCL SLASH > Faculty of Arts and Humanities > Dept of Information Studies |
| URI: | https://discovery-pp.ucl.ac.uk/id/eprint/1550618 |
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