24 citations · 58 across the 4 of their papers we have counts for
4 papers
FO(C): A Knowledge Representation Language of Causality
Bart Bogaerts, Joost Vennekens, Marc Denecker +1
Cause-effect relations are an important part of human knowledge. In real life, humans often reason about complex causes linked to complex effects. By comparison, existing formalism…
Actual Causation in CP-logic
Joost Vennekens
Given a causal model of some domain and a particular story that has taken place in this domain, the problem of actual causation is deciding which of the possible causes for some ef…
CHR(PRISM)-based Probabilistic Logic Learning
Jon Sneyers, Wannes Meert, Joost Vennekens +2
PRISM is an extension of Prolog with probabilistic predicates and built-in support for expectation-maximization learning. Constraint Handling Rules (CHR) is a high-level programmin…
CP-logic: A Language of Causal Probabilistic Events and Its Relation to Logic Programming
Joost Vennekens, Marc Denecker, Maurice Bruynooghe
This papers develops a logical language for representing probabilistic causal laws. Our interest in such a language is twofold. First, it can be motivated as a fundamental study of…