1/31/2003 Osterling NABE 20031 Forming Community-Based Organizations/ School Partnerships.
Linked Data: Forming Partnerships at the Data Layer #AGU15 (IN12A-03)
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Transcript of Linked Data: Forming Partnerships at the Data Layer #AGU15 (IN12A-03)
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Linked Data: Forming Partnerships at the Data
Layer IN12A-03
AGU Fall Meeting 2015Monday, 14 December
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theBILLION DOLLARQUESTION
How do we prevent our high-quality digital data from becoming dark data
when shared with our partners?
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Five Star Open Data
http://5stardata.info/en/
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Five Star Open Data
http://5stardata.info/en/
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RDF moves data schema to data layer
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Partnerships in Big Data
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Big Data Challenges at BCO-DMO
VERACITY Uncertainty of the data
VARIETY Heterogeneity of the data
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Veracity: Cruise Metadata
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Data Partnering = Blind Date
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Software: The silent partners
Data Exchange
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Assumptions in Software
SoftwareAgent
X
Partner A Partner BSoftware
AgentY
Context A
Concept MapsData SchemaData Types
DATA
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Community Recommendations for Sustainable Scientific Software
http://dx.doi.org/10.5334/jors.bt
“Science software must be sustainable and reliable to contribute to future science practices….the research community needs to ensure that science software can be relied upon to reproduce research results.”
- R. R. Downs, et al., Journal of Open Research Software, 2015
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Identify software assumptions about data
& capture provenance
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Variety: External Related Datasets
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Assumptions1. LTER data are available at DataONE
2. LTER Site has a specific identifier at DataONE
3. Query DataONE SOLR endpoint with the identifier
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Provenance in RDF
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Provenance in RDF
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Tool: PROV-O-Viz
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DataONE: The silent partner
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Researchers
Aggregators
Archives
Domain Repositories
Data Scope
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Researchers
Aggregators
Archives
Domain Repositories
RDFData
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Researchers
Aggregators
Archives
Domain Repositories
RDFData
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Researchers
Aggregators
Archives
Domain Repositories
ISO
Today
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Researchers
Aggregators
Archives
Domain Repositories
ISO
Today
RDFData
RDFData
RDFData
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Researchers
Aggregators
Archives
Domain Repositories
ISO
Today
RDFData
RDFData
RDFData
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Researchers
Aggregators
Archives
Domain Repositories
ISO
Today
RDFData
RDFData
RDFData
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Where do we start?
To elevate your business logic to the data layer:TWC Semantic Web Methodology
http://tw.rpi.edu/web/doc/TWC_SemanticWebMethodology
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Recap
1. Recognize digital data can still be dark
2. Elevate data schema to data layer
3. Identify data assumptions in software & capture provenance
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QUESTIONS?
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PA13B-02 Improved Access to NSF Funded Ocean Research Data (oral)
IN41C Semantics for the Discovery, Access & Integration of Geoscience Data (session)
IN41C-1710 EarthCube GeoLink: Semantics and Linked Data for the Geosciences (poster)
Related AGU Things