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LOVER: Support for Modeling Data Using Linked Open Vocabularies

  • Various best practices and principles guide an ontology engineer when modeling Linked Data. The choice of appropriate vocabularies is one essential aspect in the guidelines, as it leads to better interpretation, querying, and consumption of the data by Linked Data applications and users. In this paper, we present the various types of support features for an ontology engineer to model a Linked Data dataset, discuss existing tools and services with respect to these support features, and propose LOVER: a novel approach to support the ontology engineer in modeling a Linked Data dataset. We demonstrate that none of the existing tools and services incorporate all types of supporting features and illustrate the concept of LOVER, which supports the engineer by recommending appropriate classes and properties from existing and actively used vocabularies. Hereby, the recommendations are made on the basis of an iterative multimodal search. LOVER uses different, orthogonal information sources for finding terms, e.g. based on a best string match or schema information on other datasets published in the Linked Open Data cloud. We describe LOVER's recommendation mechanism in general and illustrate it alongrna real-life example from the social sciences domain.

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Metadaten
Author:Thomas Gottron, Johann Schaible, Stefan Scheglmann, Ansgar Scherp
URN:urn:nbn:de:kola-7213
Series (Volume no.):Arbeitsberichte, FB Informatik (2013,2)
Document Type:Part of Periodical
Language:English
Date of completion:2013/03/22
Date of publication:2013/03/22
Publishing institution:Universität Koblenz-Landau, Universitätsbibliothek
Release Date:2013/03/22
Tag:Linked Data Modeling; Support System; Vocabulary Mapping
Number of pages:13
Institutes:Fachbereich 4 / Fachbereich 4
Fachbereich 4 / Institute for Web Science and Technologies
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
Licence (German):License LogoEs gilt das deutsche Urheberrecht: § 53 UrhG