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Instance Matching Benchmarks in the Era of Linked Data

24 Pages Posted: 6 Jul 2018 First Look: Accepted

See all articles by Evangelia Daskalaki

Evangelia Daskalaki

Foundation for Research and Technology - Hellas (FORTH) - Institute of Computer Science (ICS)

Giorgos Flouris

Foundation for Research and Technology - Hellas (FORTH) - Institute of Computer Science (ICS)

Irini Fundulaki

Foundation for Research and Technology - Hellas (FORTH) - Institute of Computer Science (ICS)

Tzanina Saveta

Foundation for Research and Technology - Hellas (FORTH) - Institute of Computer Science (ICS)

Abstract

The goal of this survey is to present the state of the art instance matching benchmarks for Linked Data. We introduce the principles of benchmark design for instance matching systems, discuss the dimensions and characteristics of an instance matching benchmark, provide a comprehensive overview of existing benchmarks, as well as benchmark generators, discuss their advantages and disadvantages, as well as the research directions that should be exploited for the creation of novel benchmarks, to answer the needs of the Linked Data paradigm.

Keywords: Benchmarking, Instance matching, Ontology matching, Semantic Web Data, Ontologies, Linked Data

Suggested Citation

Daskalaki, Evangelia and Flouris, Giorgos and Fundulaki, Irini and Saveta, Tzanina, Instance Matching Benchmarks in the Era of Linked Data (2016). Journal of Web Semantics First Look 39_0_1. Available at SSRN: https://ssrn.com/abstract=3199235 or http://dx.doi.org/10.2139/ssrn.3199235

Evangelia Daskalaki (Contact Author)

Foundation for Research and Technology - Hellas (FORTH) - Institute of Computer Science (ICS) ( email )

Crete
Greece

Giorgos Flouris

Foundation for Research and Technology - Hellas (FORTH) - Institute of Computer Science (ICS)

Crete
Greece

Irini Fundulaki

Foundation for Research and Technology - Hellas (FORTH) - Institute of Computer Science (ICS)

Crete
Greece

Tzanina Saveta

Foundation for Research and Technology - Hellas (FORTH) - Institute of Computer Science (ICS)

Crete
Greece

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