A generic and high-performance RDF instance generator. (2016)
- Record Type:
- Journal Article
- Title:
- A generic and high-performance RDF instance generator. (2016)
- Main Title:
- A generic and high-performance RDF instance generator
- Authors:
- Raynaud, Tanguy
Amir, Samir
Haque, Rafiqul - Abstract:
- This paper presents a design and implementation of a novel OWL-based RDF instance generator. Technologies are very often experimented to verify their behaviour or suitability for a certain usage. The experimenters require data for conducting experiments. The real-world data may not be easily available or accessible, in many cases. Therefore, synthetic data are used. There are solutions for generating datasets which consist of RDF triples. However, they are locked-in to specific ontologies. This, in our view, is a critical limitation, since it is not a flexible approach. In this paper, we present a generic RDF data generator called GAIA which allows users to generate RDF triples by conforming to any ontology. GAIA is built on an in-memory architecture and it relies on parallelisation techniques which guarantee high-performance. The results of experiments show that GAIA performs reasonably well with large-scale ontologies. In addition, it can handle large-scale ontologies such as NCBI.
- Is Part Of:
- International journal of Web engineering and technology. Volume 11:Number 2(2016)
- Journal:
- International journal of Web engineering and technology
- Issue:
- Volume 11:Number 2(2016)
- Issue Display:
- Volume 11, Issue 2 (2016)
- Year:
- 2016
- Volume:
- 11
- Issue:
- 2
- Issue Sort Value:
- 2016-0011-0002-0000
- Page Start:
- 133
- Page End:
- 152
- Publication Date:
- 2016
- Subjects:
- semantic web -- optimisation -- big data -- ontology -- RDF triples -- RDF instance generation -- resource description framework -- OWL -- parallelisation
World Wide Web -- Periodicals
Web site development -- Periodicals
Application software -- Development -- Periodicals
006.7 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijwet ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1476-1289
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 7836.xml