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Advances in integrative statistics for logic programming
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DOI：10.1016/j.ijar.2016.06.008.png)
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We present recent developments on the syntax of Real, a library for interfacing two Prolog systems to the statistical language R. We focus on the changes in Prolog syntax within SWI-Prolog that accommodate greater syntactic integration, enhanced user experience and improved features for web-services. We recount the full syntax and functionality of Real as well as presenting a full application and sister packages which include Prolog code interfacing a number of common and useful tasks that can be delegated to R. We argue that Real is a powerful extension to logic programming, providing access to a popular statistical system that has complementary strengths in areas such as machine learning, statistical inference and visualisation. Furthermore, Real has a central role to play in the uptake of semantic web, computational biology and bioinformatics as application areas for research in logic programming. (C) 2016 Elsevier Inc. All rights reserved.
Keyword:
R statistical computing
Logic programming
Visualisation
Machine learning
Graph drawing
bioinformatics
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