Title :
On the Potential Integration of an Ontology-Based Data Access Approach in NoSQL Stores
Author :
Cure, O. ; Kerdjoudj, F. ; Chan Le Duc ; Lamolle, M. ; Faye, D.
Author_Institution :
LIGM, Univ. Paris-Est Marne-la-Vallee, Marne-la-Vallée, France
Abstract :
No SQL stores are emerging as an efficient alternative to relational database management systems in the context of big data. Many actors in this domain consider that to gain a wider adoption, several extensions have to be integrated. Some of them focus on the ways of proposing more schema, supporting adapted declarative query languages and providing integrity constraints in order to control data consistency and enhance data quality. We consider that these issues can be dealt with in the context of Ontology Based Data Access (OBDA). OBDA is a new data management paradigm that exploits the semantic knowledge represented in ontologies when querying data stored in a database. We provide a proof of concept of OBDA´s ability to tackle these three issues in a social application related to the medical domain.
Keywords :
data integrity; document handling; ontologies (artificial intelligence); query languages; query processing; semantic networks; storage management; NoSQL stores; OBDA; adapted declarative query languages; data consistency control; data management paradigm; data quality enhancement; data querying; document store; integrity constraints; medical domain; ontology-based data access; relational database management systems; semantic knowledge representation; social application; Context; Diseases; Drugs; Indexes; Ontologies; Semantics; Document store; NoSQL; Ontology Based Data Access (OBDA); SPARQL; Social Application;
Conference_Titel :
Emerging Intelligent Data and Web Technologies (EIDWT), 2012 Third International Conference on
Conference_Location :
Bucharest
Print_ISBN :
978-1-4673-1986-7
DOI :
10.1109/EIDWT.2012.27