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Erschienen in:
Medley: An Event-Driven Lightweight Platform for Service Composition Kapitel lesen Erstes Kapitel lesen

2016 | OriginalPaper | Buchkapitel

Co-evolution of RDF Datasets

verfasst von : Sidra Faisal, Kemele M. Endris, Saeedeh Shekarpour, Sören Auer, Maria-Esther Vidal

Erschienen in: Web Engineering

Verlag: Springer International Publishing

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Abstract

Linking Data initiatives have fostered the publication of large number of RDF datasets in the Linked Open Data (LOD) cloud, as well as the development of query processing infrastructures to access these data in a federated fashion. However, different experimental studies have shown that availability of LOD datasets cannot be always ensured, being RDF data replication required for envisioning reliable federated query frameworks. Albeit enhancing data availability, RDF data replication requires synchronization and conflict resolution when replicas and source datasets are allowed to change data over time, i.e., co-evolution management needs to be provided to ensure consistency. In this paper, we tackle the problem of RDF data co-evolution and devise an approach for conflict resolution during co-evolution of RDF datasets. Our proposed approach is property-oriented and allows for exploiting semantics about RDF properties during co-evolution management. The quality of our approach is empirically evaluated in different scenarios on the DBpedia-live dataset. Experimental results suggest that proposed proposed techniques have a positive impact on the quality of data in source datasets and replicas.

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Vorheriges Kapitel Correlation of Ontology-Based Semantic Similarity and Human Judgement for a Domain Specific Fashion Ontology
Nächstes Kapitel LinkSUM: Using Link Analysis to Summarize Entity Data
Fußnoten
1
Observed on 17th December 2015 on http://​stats.​lod2.​eu/​.
 
4
An RDF slice is also known as a fragment in the approaches proposed by Ibañez et al. [10], Montoya et al. [15], and Verborgh et al. [23].
 
8
A URI is a string of characters used as unique identifier for a Web resource.
 
9
A generalization of URIs enabling the use of international character sets.
 
10
Set of conflicting triples selected after considering the inherent characteristics of the involved property. In rest of the paper, we say potential conflict a conflict, unless otherwise specified.
 
11
09/01/2015-10/31/2015.
 
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Metadaten
Titel
Co-evolution of RDF Datasets
verfasst von
Sidra Faisal
Kemele M. Endris
Saeedeh Shekarpour
Sören Auer
Maria-Esther Vidal
Copyright-Jahr
2016
Buch
Web Engineering

Print ISBN: 978-3-319-38790-1

Electronic ISBN: 978-3-319-38791-8

Copyright-Jahr: 2016

DOI
https://doi.org/10.1007/978-3-319-38791-8_13

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