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Automated reasoning, model execution, data analytics from ontologies

Total activity: 3
Type of activity
Competitive project
Acronym
REMEDiAL
Funding entity
AGENCIA ESTATAL DE INVESTIGACION
Funding entity code
TIN2017-87610-R
Amount
160.930,00 €
Start date
2018-01-01
End date
2021-12-31
Keywords
análisis de datos, automated reasoning, data analytics, ejecución de modelos, model execution, ontologies, ontologías, razonamiento automático
Abstract
The main goal of this project is to provide capabilities to help to automate the software development process, based on the use of domain
ontologies. An ontology represents a formal definition of the concepts, properties, constraints and interrelations of entities that actually
exist in a particular domain of discourse and of the actions that can be performed on them in this domain. The content of the ontology is
determined from the content of the underlying sources or databases through declarative mappings that define the concepts in the ontology
according to the data contained in the sources.
Specifically, we intend to develop techniques and tools to automatically reason from the ontology, in order to ensure that the definition of
the ontology adequately describes the concepts of the domain and to be able to transfer a change at the data level in a modification of the
ontological knowledge; for the automatic execution of models, to provide direct execution capabilities without having to develop the
software system manually; or to analyze the data in the sources from the knowledge defined in the ontology to draw conclusions and
discover behavioral dependencies that are impossible to determine taking into account only source data.
This research will be carried out in four different application domains: business process modeling, security ontology policies, Internet of
Things (IoT) and learning analytics in education.

Participants

Scientific and technological production

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