A probabilistic logic programming event calculus

DOI10.1017/S1471068413000690zbMath1379.68305arXiv1204.1851OpenAlexW2110478464MaRDI QIDQ4592979

Alexander Artikis, Anastasios Skarlatidis, Jason Filippou, Georgios Paliouras

Publication date: 9 November 2017

Published in: Theory and Practice of Logic Programming (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1204.1851

zbMATH Keywords

event recognitionevent calculusevent pattern matchingproblog

Mathematics Subject Classification ID

Knowledge representation (68T30) Logic programming (68N17)

Related Items (8)

An event calculus production rule system for reasoning in dynamic and uncertain domains ⋮ Probabilistic (logic) programming concepts ⋮ Complex Event Processing Under Uncertainty Using Markov Chains, Constraints, and Sampling ⋮ Online event recognition over noisy data streams ⋮ Probabilistic reasoning about epistemic action narratives ⋮ Learning Effect Axioms via Probabilistic Logic Programming ⋮ A probabilistic interval-based event calculus for activity recognition ⋮ Revising event calculus theories to recover from unexpected observations

Uses Software

• ProbLog

Cites Work

• Unnamed Item
• Maintaining knowledge about temporal intervals
• A logic-based calculus of events
• Markov logic networks
• Location-Based Reasoning about Complex Multi-Agent Behavior
• ProbLog Technology for Inference in a Probabilistic First Order Logic
• On the implementation of the probabilistic logic programming language ProbLog
• Hierarchical Conditional Random Fields for GPS-Based Activity Recognition
• Graph-Based Algorithms for Boolean Function Manipulation
• The Complexity of Enumeration and Reliability Problems
• Bilattices and Modal Operators

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