A Framework for OBDA: Current State and Perspectives

Ontology-based Data Access (OBDA) is concerned with providing end-users and applications with a way to query legacy databases through a high-level ontology that models both the business logic and the underlying data sources. The bridge between the ontology and the data sources is addressed by mappin...

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Detalles Bibliográficos
Autores principales: Gómez, Sergio Alejandro, Fillottrani, Pablo Rubén
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2019
Materias:
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/90549
Aporte de:
id I19-R120-10915-90549
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Ontology-based data access
Ontologies
Description logics
Web Ontology Language
Relational databases
spellingShingle Ciencias Informáticas
Ontology-based data access
Ontologies
Description logics
Web Ontology Language
Relational databases
Gómez, Sergio Alejandro
Fillottrani, Pablo Rubén
A Framework for OBDA: Current State and Perspectives
topic_facet Ciencias Informáticas
Ontology-based data access
Ontologies
Description logics
Web Ontology Language
Relational databases
description Ontology-based Data Access (OBDA) is concerned with providing end-users and applications with a way to query legacy databases through a high-level ontology that models both the business logic and the underlying data sources. The bridge between the ontology and the data sources is addressed by mappings that define how to express records of the database as ontological assertions. In this research, we are concerned with providing with tools for performing OBDA with relational and non-relational data sources. We developed a tool, which nowadays is in a prototypical state, that is able to access an H2 database, allowing the user to explicitly formulate mappings, and populating an ontology that can be saved for later querying. In this paper, we report on the advances we have made on the development of such a tool, which includes adding the functionality of creating, loading, saving a global ontology that can be populated with a database. Also the system allows the user to visually express mappings from the database to the ontology and the ability of creating databases for testing the behavior of the system in the presence of increasing workloads. The tests we performed indicate that the system is able to handle a moderate workload of tables of tens of thousands of records but fails to handle tables of millions of records.
format Objeto de conferencia
Objeto de conferencia
author Gómez, Sergio Alejandro
Fillottrani, Pablo Rubén
author_facet Gómez, Sergio Alejandro
Fillottrani, Pablo Rubén
author_sort Gómez, Sergio Alejandro
title A Framework for OBDA: Current State and Perspectives
title_short A Framework for OBDA: Current State and Perspectives
title_full A Framework for OBDA: Current State and Perspectives
title_fullStr A Framework for OBDA: Current State and Perspectives
title_full_unstemmed A Framework for OBDA: Current State and Perspectives
title_sort framework for obda: current state and perspectives
publishDate 2019
url http://sedici.unlp.edu.ar/handle/10915/90549
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