Tool for materializing OWL ontologies in a column‐oriented database. (11th October 2018)
- Record Type:
- Journal Article
- Title:
- Tool for materializing OWL ontologies in a column‐oriented database. (11th October 2018)
- Main Title:
- Tool for materializing OWL ontologies in a column‐oriented database
- Authors:
- Reyes‐Álvarez, Liudmila
Roldán‐García, María del Mar
Aldana‐Montes, José F. - Abstract:
- Summary: Big data technologies enable people to store, analyze, and utilize large amounts of complex data effectively. In this context, NoSQL (Not only Structured Query Language) databases have emerged as the most commonly used infrastructure for handling big Resource Description Framework data. In this paper, we present our proposal to materialize classified OWL (Web Ontology Language) ontologies in a NoSQL database. This materialization process enables the distributed storage of Resource Description Framework data by exploiting the inherent distribution of the NoSQL database nodes. Furthermore, this approach supposes the first step toward a novel approach to scalable OWL reasoning, which enables scalable Linked Data reasoning. To validate our proposal, we developed a prototype for a tool that stores an OWL ontology in a Cassandra database following our approach. Finally, we introduce our reasoning strategy to compute the ontology closure using this Cassandra database.
- Is Part Of:
- Software, practice & experience. Volume 49:Number 1(2019)
- Journal:
- Software, practice & experience
- Issue:
- Volume 49:Number 1(2019)
- Issue Display:
- Volume 49, Issue 1 (2019)
- Year:
- 2019
- Volume:
- 49
- Issue:
- 1
- Issue Sort Value:
- 2019-0049-0001-0000
- Page Start:
- 100
- Page End:
- 119
- Publication Date:
- 2018-10-11
- Subjects:
- Linked Data -- MapReduce framework -- NoSQL databases -- OWL ontologies -- scalable reasoning
Computer software -- Periodicals
Computer programming -- Periodicals
Computer programs -- Periodicals
005.3 - Journal URLs:
- http://onlinelibrary.wiley.com/ ↗
- DOI:
- 10.1002/spe.2645 ↗
- Languages:
- English
- ISSNs:
- 0038-0644
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 8321.453000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 8885.xml