A pragmatic approach to semantic repositories benchmarking

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Thakker, D., Osman, T. ORCID: 0000-0001-8781-2658, Gohil, S. and Lakin, P., 2010. A pragmatic approach to semantic repositories benchmarking. In: L. Aroyo, G. Antoniou, E. Hyvönen, A.T. Teije, H. Stuckenschmidt, L. Cabral and T. Tudorache, eds., The semantic web: research and applications. Berlin; Heidelberg: Springer, pp. 379-393. ISBN 9783642134852

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Official URL: http://dx.doi.org/10.1007/978-3-642-13486-9_26

Abstract

The aim of this paper is to benchmark various semantic repositories in order to evaluate their deployment in a commercial image retrieval and browsing application. We adopt a two-phase approach for evaluating the target semantic repositories: analytical parameters such as query language and reasoning support are used to select the pool of the target repositories, and practical parameters such as load and query response times are used to select the best match to application requirements. In addition to utilising a widely accepted benchmark for OWL repositories (UOBM), we also use a real-life dataset from the target application, which provides us with the opportunity of consolidating our findings. A distinctive advantage of this benchmarking study is that the essential requirements for the target system such as the semantic expressivity and data scalability are clearly defined, which allows us to claim contribution to the benchmarking methodology for this class of applications.

Item Type:

Chapter in book

Alternative Title:

Lecture notes in computer science

Creators:

Thakker, D., Osman, T., Gohil, S. and Lakin, P.

Publisher:

Springer

Place of Publication:

Berlin; Heidelberg

Date:

2010