opencube project general presentation
DESCRIPTION
A general introduction to the OpenCube project: - background - objectives - developed tools - partners - pilotsTRANSCRIPT
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OpenCube Publishing and Enriching Linked Open Statistical Data for the
Development of Data Analytics and Enhanced Visualization Services
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▪More than 180 Open Government Data portals around the globe provide data that “can be freely used, reused and redistributed by anyone”
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OpenCube background - OGD
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▪A big portion of Open Government Data concerns statistics such as population figures, economic and social indicators
▪For example, the majority (5867 out of 6098 datasets) of the data published on the EU Open Data Portal are of statistical nature
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OpenCube background - Statistics
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Example: Flemish Government
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▪Linked data is a well established paradigm for publishing open data on the Web.
▪ It enables semantically enriching data and linking data that resides in disparate sources.
▪Employing linked data introduces complexity in data publishing
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OpenCube background – Linked Data
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▪ Linked data could facilitate performing data analytics on top of combined datasets that were previously closed or isolated, hence potentially providing: ▪ Unexpected results
▪ Unexplored relationships
▪ However, dealing (publishing/reusing) with linked statistical data introduces complexity and raises the barrier for reusing open data. ▪ e.g. Modelling multi-dimensional
data
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OpenCube background – Linked Statistical Data
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▪The ultimate goal of OpenCube project is to facilitate ▪ publishing of high-quality linked statistical data
▪ reusing distributed linked statistical datasets to perform advanced data analytics and visualizations
▪OpenCube will support the whole lifecycle of statistical linked open data.
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OpenCube Aim
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OpenCube Publish and Reuse
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OpenCube Lifecycle
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▪Objective I: To derive and analyse users’ requirements regarding publishing and reusing of linked open statistical data (LOSD)
▪Objective II: To design the OpenCube reference architecture
▪Objective III: To develop the OpenCube toolkit comprising open-source standalone tools for publishing and reusing LOSD
▪Objective IV: To develop the OpenCube extensions of two popular linked data management platforms
▪ Swirrl’s PublishMyData
▪ fluidOps’ Information Workbench
▪Objective V: To validate and evaluate the research results by developing three proof-of-concept pilots
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OpenCube Objectives
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OpenCube Partners
Swiss Bank
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▪OpenCube project will develop software tools ▪ Open source OpenCube Toolkit based on fluidOps’ Information
Workbench (open source).
▪ Extension for Swirrl’s PublishMyData
▪ Extension for fluidOps’ Information Workbench (commercial)
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OpenCube Tools
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Information Workbench Linked Data and Semantic Technologies in the Enterprise
!▪ Open standards and technologies
• Semantic Wiki based frontend (Using SMW Syntax) !
• Supporting W3C standards (OWL, RDF, SPARQL, …)!• Community Edition (Open Source) + Enterprise Edition
(Commercial)
▪ Semantics- & Linked Data-based integration of private and public data sources based on data providers • Generic and specific providers for various data
formats and sources • Supports established mapping frameworks (e.g.
R2RML, SILK, …) • Named graphs for managing contexts and
provenance ▪ Intelligent Data Access and Analytics
• Flexible self-service UI • Visualization, exploration, dashboarding and
reporting • Semantic search
▪ Collaboration and knowledge management • Curation & authoring • Collaborative workflows
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▪Data Cube vocabulary ▪http://www.w3.org/TR/vocab-data-cube/
▪SKOS and XKOS ▪http://www.w3.org/2004/02/skos/ ▪http://www.ddialliance.org/Specification/RDF/XKOS
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Using standards
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▪A W3C Recommendation for publishing statistical data and metadata according to the Linked Data principles, based on SDMX
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Data Cube vocabulary
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SDMX
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Data Cube Scope▪Data structure definition
▪ Specification of dimensions, measures, attributes
▪ Specification of code lists
▪ Specification of concepts
▪Dataset
▪ Observation data
▪ Including dimensions, measures, attributes
▪ “Slices” (time series or cross-sections of lower dimensionality within the cube)
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The model
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Life expectancy within Welsh Unitary authorities
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Data Cube Vocabulary and Linked Data
▪Support use of existing URI sets and SKOS vocabularies as code lists
▪Make code lists available on the web for other purposes (as SKOS vocabularies)
▪Concepts, properties et al. can be shared between data sets
▪Everything has a URI and can be linked to and annotated
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SKOS
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SKOS
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OpenCube Pilots
Swiss Bank
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▪http://www.opencube-project.eu ▪Twitter: @OpenCubeProject !▪With presentations to be found at: ▪Slideshare: http://www.slideshare.net/OpenCubeProject
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OpenCube stay up to date