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Erschienen in:
2013 | OriginalPaper | Buchkapitel
Integrative Functional Statistics in Logic Programming
verfasst von : Nicos Angelopoulos, Vítor Santos Costa, João Azevedo, Jan Wielemaker, Rui Camacho, Lodewyk Wessels
Erschienen in: Practical Aspects of Declarative Languages
Verlag: Springer Berlin Heidelberg
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We present
r..eal
, a library that integrates the R statistical environment with Prolog. Due to
R
’s functional programming affinity the interface introduced has a minimalistic feel. Programs utilising the library syntax are elegant and succinct with intuitive semantics and clear integration. In effect, the library enhances logic programming with the ability to tap into the vast wealth of statistical and probabilistic reasoning available in R. The software is a useful addition to the efforts towards the integration of statistical reasoning and knowledge representation within an AI context. Furthermore it can be used to open up new application areas for logic programming and AI techniques such as bioinformatics, computational biology, text mining, psychology and neuro sciences, where
R
has particularly strong presence.