کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6858917 1438426 2016 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Advances in integrative statistics for logic programming
ترجمه فارسی عنوان
پیشرفت در آمار جامع برای برنامه ریزی منطقی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
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.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Approximate Reasoning - Volume 78, November 2016, Pages 103-115
نویسندگان
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