About: Article: BOWL: augmenting the Semantic Web with beliefs

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About: Article: BOWL: augmenting the Semantic Web with beliefs

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label	Article: BOWL: augmenting the Semantic Web with beliefs
Property: Scigraph ID	6a3e8de8c49a7247d393a64cc3895558
Property: DOI	10.1007/s11334-015-0243-9
Property: web page	https://link.springer.com/10.1007/s11334-015-0243-9
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http://scigraph.sp...logies/core/title	BOWL: augmenting the Semantic Web with beliefs
Property: language	English
Property: license	http://scigraph.springernature.com/explorer/license/
Property: abstract	Abstract As the Semantic Web is an open, complex and constantly evolving medium, it is the norm, but not exception that information at different sites is incomplete or inconsistent. This poses challenges for the engineering and development of agent systems on the Semantic Web, since autonomous software agents need to understand, process and aggregate this information. Ontology language OWL provides core language constructs to semantically markup resources on the Semantic Web, on which software agents interact and cooperate to accomplish complex tasks. However, as OWL was designed on top of (a subset of) classic predicate logic, it lacks the ability to reason about inconsistent or incomplete information. Belief-augmented Frames (BAF) is a frame-based logic system that associates with each frame a supporting and a refuting belief value. In this paper, we propose a new ontology language Belief-augmented OWL (BOWL) by integrating OWL DL and BAF to incorporate the notion of confidence. BOWL is paraconsistent, hence it can perform useful reasoning services in the presence of inconsistencies and incompleteness. We define the abstract syntax and semantics of BOWL by extending those of OWL. We have proposed reasoning algorithms for various reasoning tasks in the BOWL framework and we have implemented the algorithms using the constraint logic programming framework. One example in the sensor fusion domain is presented to demonstrate the application of BOWL.
Property: DOI link	http://dx.doi.org/10.1007/s11334-015-0243-9
Property: has field-of-research code	http://purl.org/au-research/vocabulary/anzsrc-for/2008/08 http://purl.org/au-research/vocabulary/anzsrc-for/2008/0802 http://purl.org/au-research/vocabulary/anzsrc-for/2008/0806 http://purl.org/au-research/vocabulary/anzsrc-for/2008/0803 http://purl.org/au-research/vocabulary/anzsrc-for/2008/0801
Property: has journal	http://scigraph.springernature.com/things/journals/bd12aaa5495a11d70cc2f869dc6c8d12 http://scigraph.springernature.com/things/journals/ecb6114b472f622111ea17bfc419401c
Property: page end	215
Property: issue	3
Property: cover year	2015-01-01 00:00:00(xsd:date)
Property: publication year-month	2015-03-01 00:00:00(xsd:date)
Property: ISSN (electronic)	1614-5054
Property: publication date	2015-03-31(xsd:date)
Property: article type	OriginalPaper
Property: ISSN (print)	1614-5046
Property: page start	203
Property: cover year-month	2015-09-01 00:00:00(xsd:date)
Property: indexing database	Scopus Web of Science
Property: DDS ID (journal brand)	11334
Property: volume	11
Property: publication year	2015-01-01 00:00:00(xsd:date)
Property: has journal brand	http://scigraph.springernature.com/things/journal-brands/60a47b46cda301871e67e2176313666f
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