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Advances in integrative statistics for logic programming

Authors :
Georgios Giamas
Nicos Angelopoulos
Samer A. Abdallah
Source :
International Journal of Approximate Reasoning. 78:103-115
Publication Year :
2016
Publisher :
Elsevier BV, 2016.

Abstract

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. Presents advances in Real, a bridge from AI language Prolog to R.Tighter syntactic integration creates a powerful programming paradigm.Combining strong knowledge representation with statistical prowess.A web-based musicology application highlights on-line deployments.Sister packages illustrate use of framework and introduces R to logic programmers.

Details

ISSN :
0888613X
Volume :
78
Database :
OpenAIRE
Journal :
International Journal of Approximate Reasoning
Accession number :
edsair.doi...........e1d9f8db75ddef7bfd33c3c0fbefeb49
Full Text :
https://doi.org/10.1016/j.ijar.2016.06.008