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Benchmarking Ontologies: Bigger or Better?

by Lixia Yao, Anna Divoli, Ilya Mayzus, James A. Evans, Andrey Rzhetsky
"... A scientific ontology is a formal representation of knowledge within a domain, typically including central concepts, their properties, and relations. With the rise of computers and high-throughput data collection, ontologies have become essential to data mining and sharing across communities in the ..."
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A scientific ontology is a formal representation of knowledge within a domain, typically including central concepts, their properties, and relations. With the rise of computers and high-throughput data collection, ontologies have become essential to data mining and sharing across communities

Towards Composing and Benchmarking Ontology Alignments

by Jrme Euzenat Inria, Jérôme Euzenat - In Proc. ISWC-2003 workshop on semantic information integration, Sanibel Island (FL US
"... ding query wrappers which rewrite queries for reaching a particular source. The ontology alignment problem can be described in one sentence: given two ontologies which describe each a set of discrete entities (which can be classes, properties, rules, predicates, etc.), find the relationships (e.g., ..."
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ding query wrappers which rewrite queries for reaching a particular source. The ontology alignment problem can be described in one sentence: given two ontologies which describe each a set of discrete entities (which can be classes, properties, rules, predicates, etc.), find the relationships (e

Benchmarking Ontology-based Query Rewriting Systems

by Martha Impraliou, Giorgos Stoilos, Bernardo Cuenca Grau
"... Query rewriting is a prominent reasoning technique in ontology-based data access applications. A wide variety of query rewriting algorithms have been proposed in recent years and implemented in highly optimised reasoning systems. Query rewriting systems are complex software programs; even if based o ..."
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that most publicly available query rewriting systems are unsound and/or incomplete, even on commonly used benchmark ontologies; more importantly, our techniques revealed the precise causes of their correctness issues and the systems were then corrected based on our feedback. Finally, since our evaluation

Benchmarking ontology-based annotation tools for the semantic web

by Diana Maynard - In UK e-Science Programme All Hands Meeting (AHM2005) Workshop Text Mining, e-Research and Grid-enabled Language Technology , 2005
"... This paper discusses and explores the main issues for evaluating ontology-based annotation tools, a key component in text mining applications for the Semantic Web. Semantic annotation and ontologybased information extraction technologies form the cornerstone of such applications. There has been a gr ..."
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This paper discusses and explores the main issues for evaluating ontology-based annotation tools, a key component in text mining applications for the Semantic Web. Semantic annotation and ontologybased information extraction technologies form the cornerstone of such applications. There has been a

Benchmarking ontology tools. A case study for the WebODE platform

by Oscar Corcho, Raúl García-castro, Asunción Gómez-pérez
"... As the Semantic Web grows the number of tools that support it increases, and a new need arises: the assessment of these tools in order to analyse whether they can deal with actual and future performance requirements. In order to evaluate ontology tools ’ performance, the development and use of bench ..."
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of benchmark suites for these tools is needed. In this paper we describe the design and execution of a benchmark suite for assessing the performance of the WebODE ontology engineering workbench.

OntoDBench: Interactively Benchmarking Ontology Storage in a Database

by Ladjel Bellatreche, Carlos Ordonez
"... Nowadays, all ingredients are available for developing domain ontologies. This is due to the presence of various types of methodologies for creating domain ontologies [3]. The adoption of ontologies by real life applications generates mountains of ontological data that need techniques and tools to f ..."
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Nowadays, all ingredients are available for developing domain ontologies. This is due to the presence of various types of methodologies for creating domain ontologies [3]. The adoption of ontologies by real life applications generates mountains of ontological data that need techniques and tools

LUBM: A benchmark for OWL knowledge base systems

by Yuanbo Guo, Zhengxiang Pan, Jeff Heflin - Semantic Web Journal , 2005
"... We describe our method for benchmarking Semantic Web knowledge base systems with respect to use in large OWL applications. We present the Lehigh University Benchmark (LUBM) as an example of how to design such benchmarks. The LUBM features an ontology for the university domain, synthetic OWL data sca ..."
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We describe our method for benchmarking Semantic Web knowledge base systems with respect to use in large OWL applications. We present the Lehigh University Benchmark (LUBM) as an example of how to design such benchmarks. The LUBM features an ontology for the university domain, synthetic OWL data

Ontology matching benchmarks:

by Jérôme Euzenat A, Maria-elena Roşoiu A, Cássia Trojahn B , 2013
"... The OAEI Benchmark test set has been used for many years as a main reference to evaluate and compare ontology matching systems. However, this test set has barely varied since 2004 and has become a relatively easy task for matchers. In this paper, we present the design of a flexible test generator ba ..."
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The OAEI Benchmark test set has been used for many years as a main reference to evaluate and compare ontology matching systems. However, this test set has barely varied since 2004 and has become a relatively easy task for matchers. In this paper, we present the design of a flexible test generator

Ontology matching benchmarks: generation and evaluation

by Maria Roşoiu, Cássia Trojahn, Jérôme Euzenat
"... Abstract. The OAEI Benchmark data set has been used as a main reference to evaluate and compare matching systems. It requires matching an ontology with systematically modified versions of itself. However, it has two main drawbacks: it has not varied since 2004 and it has become a relatively easy tas ..."
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Abstract. The OAEI Benchmark data set has been used as a main reference to evaluate and compare matching systems. It requires matching an ontology with systematically modified versions of itself. However, it has two main drawbacks: it has not varied since 2004 and it has become a relatively easy

Benchmarking Reasoners for Multi-Ontology Applications

by Ameet N Chitnis, Abir Qasem, Jeff Heflin
"... Abstract. We describe an approach to create a synthetic workload for large scale extensional query answering experiments. The workload comprises multiple interrelated domain ontologies, data sources which commit to these ontologies, synthetic queries and map ontologies that specify a graph over the ..."
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Abstract. We describe an approach to create a synthetic workload for large scale extensional query answering experiments. The workload comprises multiple interrelated domain ontologies, data sources which commit to these ontologies, synthetic queries and map ontologies that specify a graph over
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