Probabilistic logic programming

A multitude of different probabilistic programming languages exists today, all extending a traditional programming language with primitives to support modeling of complex, structured probability distributions. Each of these languages employs its own ...

We introduce a new approach to probabilistic logic programming in which probabilities are defined over a set of possible worlds. More precisely, classical program clauses are extended by a subinterval of [0,1] that describes a range for the conditional ...

We present the web application 'cplint on SWI-Prolog for SHaring that allows the user to write SWISH' Probabilistic Logic Programs and submit the computation of the probability of queries with a web browser. The application is based on SWISH, a web ...