A GUI Tool for Plausible Reasoning in the Semantic Web using MEBN

As the work with semantics and services grows more ambitious in the semantic Web community, there is an increasing appreciation on the need for principled approaches for representing and reasoning under uncertainty. Reacting to this trend, the World Wide Web Consortium (W3C) has created the Uncertai...

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Main Authors: Carvalho, R.N., Santos, L.L., Ladeira, M., Costa, P.C.G.
Format: Conference Proceeding
Language:English
Subjects:
Bayesian methods
Dynamic programming
Graphical user interfaces
Ontologies
OWL
Proposals
Semantic Web
Uncertainty
Web sites
World Wide Web
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creator Carvalho, R.N.
Santos, L.L.
Ladeira, M.
Costa, P.C.G.
description As the work with semantics and services grows more ambitious in the semantic Web community, there is an increasing appreciation on the need for principled approaches for representing and reasoning under uncertainty. Reacting to this trend, the World Wide Web Consortium (W3C) has created the Uncertainty Reasoning for the World Wide Web Incubator Group (URW3-XG) to better define the challenge of reasoning with and representing uncertain information available through the World Wide Web and related WWW technologies. In according to the URW3-XG effort this paper presents the implementation of a graphical user interface for building probabilistic ontologies, an application programming interface for saving and loading these ontologies and a proposal to specify formulas for creating conditional probabilistic tables dynamically. The language used for building probabilistic ontologies is probabilistic OWL (Pr-OWL), an extension for OWL based on multi-entity Bayesian network (MEBN).
doi_str_mv 10.1109/ISDA.2007.127
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source IEEE Xplore All Conference Series
subjects Bayesian methods
Dynamic programming
Graphical user interfaces
Ontologies
OWL
Proposals
Semantic Web
Uncertainty
Web sites
World Wide Web
title A GUI Tool for Plausible Reasoning in the Semantic Web using MEBN
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