TY - JOUR
T1 - Obi-Wan
T2 - Ontology-Based RDF Integration of Heterogeneous Data
AU - Buron, Maxime
AU - Goasdoué, François
AU - Manolescu, Ioana
AU - Mugnier, Marie Laure
N1 - Publisher Copyright:
© VLDB Endowment. All rights reserved.
PY - 2020/1/1
Y1 - 2020/1/1
N2 - We consider the problem of integrating heterogeneous data (relational, JSON, key-values, graphs etc.) and querying it efficiently. Traditional data integration systems fall into two classes: data warehousing, where all data source content is materialized in a single repository, and mediation, where data remains in their original stores and all data can be queried through a mediator. We propose to demonstrate Obi-Wan, a novel mediator following the Ontology-Based Data access (OBDA) paradigm. Obi-Wan integrates data sources of many data models under an interface based on RDF graphs and ontologies (classes, properties, and relations between them). The novelty of Obi-Wan is to combine maximum integration power (GLAV mappings, see below) with the highest query answering power supported by an RDF mediator: RDF queries not only over the data but also over the integration ontologies. This makes it more flexible and powerful than comparable systems.
AB - We consider the problem of integrating heterogeneous data (relational, JSON, key-values, graphs etc.) and querying it efficiently. Traditional data integration systems fall into two classes: data warehousing, where all data source content is materialized in a single repository, and mediation, where data remains in their original stores and all data can be queried through a mediator. We propose to demonstrate Obi-Wan, a novel mediator following the Ontology-Based Data access (OBDA) paradigm. Obi-Wan integrates data sources of many data models under an interface based on RDF graphs and ontologies (classes, properties, and relations between them). The novelty of Obi-Wan is to combine maximum integration power (GLAV mappings, see below) with the highest query answering power supported by an RDF mediator: RDF queries not only over the data but also over the integration ontologies. This makes it more flexible and powerful than comparable systems.
U2 - 10.14778/3415478.3415512
DO - 10.14778/3415478.3415512
M3 - Article
AN - SCOPUS:85099175068
SN - 2150-8097
VL - 13
SP - 2933
EP - 2936
JO - Proceedings of the VLDB Endowment
JF - Proceedings of the VLDB Endowment
IS - 12
ER -