QB2OLAP: Enabling OLAP on Statistical Linked Open Data

Jovan Varga, Lorena Etcheverry, Alejandro Vaisman, Oscar Romero, Torben Bach Pedersen, Christian Thomsen

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

15 Citationer (Scopus)

Abstract

Publication and sharing of multidimensional (MD) data on the Semantic Web (SW) opens new opportunities for the use of On-Line Analytical Processing (OLAP). The RDF Data Cube (QB) vocabulary, the current standard for statistical data publishing, however, lacks key MD concepts such as dimension hierarchies and aggregate functions. QB4OLAP was proposed to remedy this. However, QB4OLAP requires extensive manual annotation and users must still write queries in SPARQL, the standard query language for RDF, which typical OLAP users are not familiar with. In this demo, we present QB2OLAP, a tool for enabling OLAP on existing QB data. Without requiring any RDF, QB(4OLAP), or SPARQL skills, it allows semi-automatic transformation of a QB data set into a QB4OLAP one via enrichment with QB4OLAP semantics, exploration of the enriched schema, and querying with the high-level OLAP language QL that exploits the QB4OLAP semantics and is automatically translated to SPARQL.
OriginalsprogEngelsk
TitelProceedings of 2016 IEEE 32nd International Conference on Data Engineering (ICDE)
Antal sider4
ForlagIEEE
Publikationsdato2016
Sider1346-1349
ISBN (Elektronisk)978-1-5090-2020-1
DOI
StatusUdgivet - 2016
Begivenhed2016 IEEE 32nd International Conference on Data Engineering (ICDE) - Aalto University, Helsinki, Finland
Varighed: 16 maj 201620 maj 2016
Konferencens nummer: 32
http://icde2016.fi/

Konference

Konference2016 IEEE 32nd International Conference on Data Engineering (ICDE)
Nummer32
LokationAalto University
Land/OmrådeFinland
ByHelsinki
Periode16/05/201620/05/2016
Internetadresse

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