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Semantically-enhanced authoring of defeasible logic rule bases in the semantic web

Published: 13 June 2012 Publication History

Abstract

The Semantic Web represents an initiative to improve the current Web, by augmenting content with semantics and encouraging cooperation among human and software agents. The development of the logic and proof layers of the Semantic Web is currently concentrating the related research effort and is vital, since these layers allow systems to infer new knowledge from existing information, assisting them in explaining their actions and, ultimately, increasing user trust towards the Semantic Web. However, there is a lack of applications that could contribute towards developing logic-based applications. Consequently, users resort to inadequate tools that offer syntactic support, without being able to support the user semantically as well. This work presents S2DRREd, a software tool that introduces a supplementary level of semantic assistance during rule base development. The tool allows creating meta-models of the main notions of the loaded rule sets and assists the user in authoring rule bases, independently of the explicitly chosen rule language syntax. The domain of application is defeasible logic, a type of logic that allows reasoning with incomplete and conflicting information and, as such, it can play an increasingly important role in a drastically dynamic environment like the Web.

References

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  1. Semantically-enhanced authoring of defeasible logic rule bases in the semantic web

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    cover image ACM Other conferences
    WIMS '12: Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
    June 2012
    571 pages
    ISBN:9781450309158
    DOI:10.1145/2254129
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    • UCV: University of Craiova
    • WNRI: Western Norway Research Institute

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 13 June 2012

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    Author Tags

    1. RuleML
    2. defeasible logic
    3. non-monotonic reasoning
    4. rule bases
    5. semantic web

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    • WNRI

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    View all
    • (2023)Ontology and Description Logic for E-LearningArchitecture and Technological Advancements of Education 4.010.4018/978-1-6684-9285-7.ch015(339-360)Online publication date: 20-Oct-2023
    • (2023)Strategy maintenance in smart healthcare systemsBMC Medical Informatics and Decision Making10.1186/s12911-023-02291-423:S1Online publication date: 28-Nov-2023
    • (2016)A smart university platform for building energy monitoring and savingsJournal of Ambient Intelligence and Smart Environments10.3233/AIS-1603758:3(301-323)Online publication date: 27-Apr-2016
    • (2014)A Multi-agent Coordination Framework for Smart Building Energy ManagementProceedings of the 2014 International Semiconductor Laser Conference10.1109/DEXA.2014.39(126-130)Online publication date: 7-Sep-2014

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