GeoSPARQL-Jena: implementation and benchmarking of a GeoSPARQL graphstore

Osman, T ORCID: https://orcid.org/0000-0001-8781-2658, 2022. GeoSPARQL-Jena: implementation and benchmarking of a GeoSPARQL graphstore. In: Centobelli, P, ed., Proceedings of the 23rd European Conference on Knowledge Management. Reading: Academic Conferences International, pp. 885-894. ISBN 9781914587467

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Abstract

This work presents an RDF graphstore implementation for all six modules of the GeoSPARQL standard using the Apache Jena Semantic Web library. Previous implementations have provided only partial coverage of the GeoSPARQL standard. There is discussion of the design and development of on-demand indexes to improve query performance without incurring lengthy data preparation delays. A supporting benchmarking framework is also discussed for the evaluation of any SPARQL compliant queries with interfaces provided for integrating additional test systems. This benchmarking framework is utilised to examine the performance of the implementation against two existing GeoSPARQL systems using the Geographica benchmark. It is found that the implementation achieves comparable or faster query responses than the alternative systems while also providing much faster dataset loading and initialisation durations.

Item Type:	Chapter in book
Description:	Paper presented at the 23rd European Conference on Knowledge Management, Naples, Italy, 1-2 September 2022.
Creators:	Osman, T.
Publisher:	Academic Conferences International
Place of Publication:	Reading
Date:	2022
Volume:	23
Number:	2
ISBN:	9781914587467
Identifiers:	Number Type 10.34190/eckm.23.2.651 DOI 1600071 Other
Divisions:	Schools > School of Science and Technology
Record created by:	Jonathan Gallacher
Date Added:	21 Sep 2022 14:29
Last Modified:	21 Sep 2022 14:29
URI:	https://irep.ntu.ac.uk/id/eprint/47065

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