Benchmarking Data Exchange System Adopting Semantic Web Ontology

Web Ontology

The increasing popularity of the Web of Data is motivation for integrating semantic-web ontologies. Data exchange is one integration approach that aims to populate a target ontology by using data coming from one or more source ontologies. Currently, we have different systems that are suitable to perform data exchange amongst these ontologies; unfortunately, they have uneven performance, which makes it appealing assessing and ranking them from an empirical point of view. In the bibliography, there are variety of benchmarks, but they cannot be applied to this context because they are not suitable for testing semantic-web ontologies. In this article, we are representing MostoBM which is also a benchmark for testing data exchange systems in the context of such ontologies. It provides us three real-world and seven synthetic data exchange patterns, which can be used into a variety of scenarios using some parameters. These scenarios help to analyze how the performance of data exchange systems improves the exchanging ontologies are scaled in structured and/or data. we are providing an evaluation methodology to compare data exchange systems side by side and to make informed and statistically-sound decisions regarding: 1) which data exchange system performs better; and 2) how the Performance of a system is influenced by the parameters of our benchmark.

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