Showing how to use open source tools to create linked open data. Provided a first view into the Linked Data Orchestration process that is easy to use and support the triplification process including the publishing of datasets as SPARQL endpoint.
Ontos Integration Of Semantic Resources For Business Intelligence San Jos 2...
Linked Open Data for cities at SemTechBiz 2013 (San Francisco)
1. Daniel Hladky, Ontos AG
Linked Open Data for Cities
Increase transparency and enable new services
Tuesday, June 4, 2013
03:45 PM – 04:30 PM
Level: Business/Strategic
2. Agenda
• Motivation
• Based on a real story
• Why (L) Open data
• Transformation “Triplication to 5 star”
• Proof of Concept “Demonstrator”
• Tools and Next Steps
3. Moving from Morges to Biel
• Which is the best neighborhood to live If I want to have:
• A Child care center
• Bilingual school
• Handicapped parking for visiting friends
• Closest from work
• What are the taxes in Biel compared with Morges?
• How much are the housing prices compared with Morges?
Morges
Biel
9. Community Taxes
l Found 2011 statistics for Families having a 80,000 annual revenue
l Manually compared Morges (11.4%) vs Bienne (12.2%)
10. Data exists but ...
l In several of different places
l Google
l Biel-Bienne.ch
l Homegate.ch
l www.bfs.admin.ch
l Most in a format that cannot be reused, or needs to be adapted
l Google maps
l Documents (html, pdf, xls)
l At different granularity levels
l Data ownership
13. Access Open Linked data
marketing
culture
population
ORP
sports
...
education
www
www
www
www
www
www WWWWWW
14. Why (L) Open Data
http://www.w3.org/
DesignIssues/LinkedData.html
http://5stardata.info/
Excerpt of Reasons
• Sharing of Data
• Transparency
• Meet regulatory compliance
• Initiate Innovation (and new economy)
• Build new Apps that help people (Hackathons)
• Engagement (Collaboration)
More on
http://www.slideshare.net/jeanneholm1/iogdc-
open-data-tutorial (J. Holm)
Guidelines and Formats
16. Creating Linked Open Data
• Getting the data
• Modeling your data – schema
• Transforming your data
• Create applications
17. Data Sources
• Local government data Biel/Bienne website - 1 star data
• Marketing, Sports, Events, etc.
• Most of data not open or in PDF
• Swiss statistics – 4 stars data
• Open data in excel
• Moving to 5 stars
• Web data –five stars data
• Open street maps
• Wikipedia
• 295 open datasets in 2011
18. Transforming your data
Free and open source tools:
• LOD2 stack
• D2R[Q]
• LIMES
• …
• Biel/Bienne use case : LODGRefine
• Extension of Google Refine for LOD
• Import data from cvs, xls
• Clean/Refine your data
• Associate data with chosen vocabularies
• Link your data with other open datasets
• Export to RDF
23. Summary I
q Collect data from Web and store in XLS (CSV)
q Model Ontology
q Clean data using OpenRefine / LODRefine
q Connect CSV colons to RDF(ontology)
and Reconcile (link to other data) “5 star”
q Export the RDF
q Load RDF to Graph database (OntoQUAD)
and publish the data as SPARQL endpoint
and/or on a datacatalogue
24. Orchestration of Linked (O) Data
Using as many as possible Open Source Tools
- From the LOD2 stack (LIMES) “EU FP7 project”
- D2RQ from FU Berlin and DERI (and others)
- NLP engines
- RDF Store (OntoQUAD, Virtuoso, etc)
OntoQUAD – BSBM May 2013
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30.
31. Proof of Concept “Demonstrator”
Biel/Bienne demo of what can be achieved
with open linked data http://citydemo.ontos.com/#
• Which is the best neighborhood to live If I want to
have:
• A Child care center
• Bilingual school
• Handicapped parking for visiting friends …
• How much are the housing prices compared with
Morges?
38. Imagine other scenarios
l Companies settling in Biel
l Students needs
l Small and medium companies marketing
l Public health needs
l ...
39. Benefits
l Data accessibility
l Create useful and dedicated applications
l Understandable data
l Transparency
l Statistics of the city
l Analysis of data