DocumentCode :
661872
Title :
A review and comparison of rule languages and rule-based inference engines for the Semantic Web
Author :
Rattanasawad, Thanyalak ; Saikaew, Kanda Runapongsa ; Buranarach, Marut ; Supnithi, Thepchai
Author_Institution :
Dept. of Comput. Eng., Khon Kaen Univ., Khon Kaen, Thailand
fYear :
2013
fDate :
4-6 Sept. 2013
Firstpage :
1
Lastpage :
6
Abstract :
With the Semantic Web data standards defined, more applications demand inference engines in providing support for intelligent processing of the Semantic Web data. Rule-based inference engines or rule-based reasoners are used in many domains such as supporting clinical decision support system, e-commerce recommender system, access control mechanism. In order to allow rule reuse and interoperation, several rule languages have been designed for the Web. In this paper, we review and compare some rule languages designed for the Web including FOL-RuleML, SWRL, Notation3, Jena rules and RIF. Some of the comparison criteria include rule expressiveness, syntax, production operations, and built-in functions. In addition, we review and compare some free and public domain rule-based reasoners including Jena inference engine, EYE, OWLIM-lite, BaseVISor and FuXi. Some of the comparison criteria include inference algorithms, supported programming languages, RDFS/OWL reasoning, rule languages and functions. The review and comparison results will provide some guideline for researchers and developers in choosing the rule languages and systems that match the application requirements.
Keywords :
inference mechanisms; programming languages; semantic Web; FOL-RuleML; Jena rules; Notation3; RIF; SWRL; access control mechanism; built-in functions criteria; clinical decision support system; e-commerce recommender system; interoperation; production operations criteria; rule expressiveness criteria; rule languages; rule reuse; rule-based inference engines; rule-based reasoners; semantic Web; syntax criteria; Cognition; Engines; OWL; Production; Reactive power; Resource description framework; Knowledge Representation; Logical Reasoning; Rule Languages; Rule-based Inference Engines; Semantic Web;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Engineering Conference (ICSEC), 2013 International
Conference_Location :
Nakorn Pathom
Print_ISBN :
978-1-4673-5322-9
Type :
conf
DOI :
10.1109/ICSEC.2013.6694743
Filename :
6694743
Link To Document :
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