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Easy SPARQLing for the 
Building Performance Professional 
SEMANTiCS2014, 5.9.2014, Leipzig, Germany 
@semwebcompany 
@kalte2707 
Martin Kaltenböck 
Semantic Web Company 
www.semantic-web.at 
www.poolparty.biz 
These slides are published under : 
http://creativecommons.org/licenses/by/3.0
About Semantic Web Company 
• Semantic Web Company founded 2001 in Vienna, Austria 
• 20 experts in strategy, coding, consulting, research & PM 
• Main Product: PoolParty Semantic Suite (launched 2009) 
• Focus: Semantic Information Management & LOD Services 
and Information- & Data Portals / Tools 
• Serving global 500 companies, GOV & NGOs worldwide 
• EU- & US-based consulting services 
Partner network:
Problem Statement: 
Why use LOD for Sustainable Development
Data Analytics 2.0 - 
The islands are now open for the experts
5 
(Linked) Open Data for Sustainable Development 
What is important… 
What is important when thinking about OPEN DATA in use? 
• Interoperability to ensure broad & easy use of data 
• Human AND machine readable data plus: metadata (!!) 
• In common open formats & open standards 
• For smooth and cost efficient data integration (re-use) 
• To generate effects : local – regional – national –worldwide 
For several target groups with several interests! 
Politicians & decision makers | Public administration & project developers | Citizens (Citizen 
Analysts) | Economy & Industry | (Data) Journalists, media & publishers | Academia & Science
Misconceptions about Linked Open Data 
• All of us have to use ONE schema 
• Everything needs to be switched to RDF 
• We all have to learn SPARQL, there are 
no standard (web) APIs 
• LOD is a pure academic approach 
• LOD can only be used by Semantic Web 
experts 
• We have to change our data integration 
& -management approaches
Solution: 
LOD for Sustainable Development !
8 
Linked Open Data (LOD) for 
Sustainable Development 
Why Linked Open Data for sustainable development 
• Awareness building & education 
• Participation through information 
• Enable & boost innovation 
• Knowledge sharing & showcasing best practise 
• Enable better decision making
Customers I-netexrtorapcetrability & Standards 
Henry Maudslay (1771 – 1831) 
He also developed the first industrially 
practical screw-cutting lathe in 1800, 
allowing standardisation of screw thread 
sizes for the first time. This allowed the 
concept of interchangeability (a idea that 
was already taking hold) to be practically 
applied to nuts and bolts. Before this, all nuts 
and bolts had to be made as matching pairs 
only. This meant that when machines were 
disassembled, careful account had to be kept 
of the matching nuts and bolts ready for when 
reassembly took place. 
http://en.wikipedia.org/wiki/Henry_Maudslay 
John Sheridan, OGD2011 Conference, Vienna, Austria: 
http://www.slideshare.net/semwebcompany/linking-uk-government-data-john-sheridan/
• Less replication (offering same datasets in 
different places) 
• Encouragement to re-use existing 
datasets (open standards, open formats, 
reduce semantic & syntactic 
heterogeneity) 
• Clear which datasets are providing similar 
/ same information 
• More innovation and creation of new 
knowledge by contextualisation 
• Creating network effects by linking 
• Enable scale out of the growing amounts 
of data 
The Benefits of Linked Open Data 
for Sustainable Development 
10
Data Analytics 3.0 – 
Connected islands based on open standards 
11
GBPN – Global Buildings Performance 
Network
Global Buildings Performance Network (GBPN)
GBPN: Need of Data & Information 
• Funded by Climate Works 
• Mission to prevent Climate Change 
• By support to Governments to 
adopt better policies 
• Adoption of international 
agreements 
• Philantrophie  Linked AND Open 
… fits with GBPN mission
GBPN: Need of Data & Information
GBPN: Need of Data & Information
GBPN - Tool for Building Energy 
Performance Scenarios 
http://www.gbpn.org/databases-tools/mrv-tool/about
GBPN: Idea of a MRV Tool 
What is a 
Modeling Tool? 
• It is a platform to 
structure, organize 
and analyze data 
taking into account a 
certain analytical goal 
What is MRV? 
Measurable, Reportable 
& Verifiable – parameters 
under which the mitigation 
actions should be undertaken 
2007 Bali Action Plan 
The main goal of a 
Modeling MRV Tool is 
To provide a way to 
• measure energy use and related 
GHG emissions from buildings & 
serve as the basis for assessing the 
potential for certain mitigation actions 
• report on the country’s/city’s GHG 
emissions and appropriate mitigation 
actions 
• verify the compliance with the 
mitigation commitments by feeding in 
the updated data
The Data: A Multidimensionale Cube 
46 Years 
World, 11 or 4 Regions 
3 Scenarios 
3 Options for End-Uses 
17 Climate Zones 
5 Building Vintages 
3 Building Types, 16 
Categories 
The output is constituted from the 
selection of different dimensions 
 
Type of the output: CHART(S) or 
TABLE
Tool for Building Energy Performance Scenarios
Tool for Building Energy Performance Scenarios
Tool for Building Energy Performance Scenarios
Tool for Building Energy Performance Scenarios
Facts & Figures – GBPN MRV Tool 
• Source System: MS Access DB 
• RDF: Data Cube Vocabulary 
• Cube with 17 dimensions 
• Output ~ 235 Million Triples 
• Linked to DBpedia & Geonames & GBPN Terminology 
• CC-BY-3.0 France License 
• Virtuoso Triple Store for data storage and SPARQL 
Endpoint: http://virtuoso.openlinksw.com/ 
• ETL & other LOD Jobs: UnifiedViews 
http://www.semantic-web.at/de/unifiedviews 
• D2R RDF Conversion: http://d2rq.org/d2r-server 
• PoolParty Server for add. Linkting to GBPN 
Taxonomies: http://www.poolparty.biz/
Other GBPN (LO)Data Tools 
The GBPN Policy Comparative Tool: 
http://bit.ly/X9Vihm 
The GBPN Facts & Figures Tool: 
http://bit.ly/XU3NNv 
The GBPN News Aggregator 
Tool: http://bit.ly/13JLJqk 
The Linked Open Data (LOD) based 
GBPN Terminology: http://bit.ly/YSbD9S
Contact 
Martin Kaltenböck, m.kaltenboeck@semantic-web.at 
Semantic Web Company GmbH 
Mariahilfer Strasse 70/8, A-1070 Vienna 
+43-1-4021235 
http://www.semantic-web.at 
http://www.poolparty-software.com 
http://slideshare.net/semwebcompany 
http://youtube.com/semwebcompany
The Power of Linked Open Data 
• Enables web-scale data publishing - distributed publication with web-based 
discovery mechanisms 
• Everything is a resource – follow your nose to discover more about 
properties, classes, or codes within a code list 
• Everything can be annotated - make comments about observations, data 
series, points on a map 
• Easy to extend - create new properties as required, no need to plan 
everything up-front 
• Easy to merge - slot together RDF graphs, no need to worry about name 
clashes 
• Easy use and re-use on top of common schemas AND schema mapping 
• Allows complex querying of several distributed data sources & systems

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Easy SPARQLing for the Building Performance Professional

  • 1. Easy SPARQLing for the Building Performance Professional SEMANTiCS2014, 5.9.2014, Leipzig, Germany @semwebcompany @kalte2707 Martin Kaltenböck Semantic Web Company www.semantic-web.at www.poolparty.biz These slides are published under : http://creativecommons.org/licenses/by/3.0
  • 2. About Semantic Web Company • Semantic Web Company founded 2001 in Vienna, Austria • 20 experts in strategy, coding, consulting, research & PM • Main Product: PoolParty Semantic Suite (launched 2009) • Focus: Semantic Information Management & LOD Services and Information- & Data Portals / Tools • Serving global 500 companies, GOV & NGOs worldwide • EU- & US-based consulting services Partner network:
  • 3. Problem Statement: Why use LOD for Sustainable Development
  • 4. Data Analytics 2.0 - The islands are now open for the experts
  • 5. 5 (Linked) Open Data for Sustainable Development What is important… What is important when thinking about OPEN DATA in use? • Interoperability to ensure broad & easy use of data • Human AND machine readable data plus: metadata (!!) • In common open formats & open standards • For smooth and cost efficient data integration (re-use) • To generate effects : local – regional – national –worldwide For several target groups with several interests! Politicians & decision makers | Public administration & project developers | Citizens (Citizen Analysts) | Economy & Industry | (Data) Journalists, media & publishers | Academia & Science
  • 6. Misconceptions about Linked Open Data • All of us have to use ONE schema • Everything needs to be switched to RDF • We all have to learn SPARQL, there are no standard (web) APIs • LOD is a pure academic approach • LOD can only be used by Semantic Web experts • We have to change our data integration & -management approaches
  • 7. Solution: LOD for Sustainable Development !
  • 8. 8 Linked Open Data (LOD) for Sustainable Development Why Linked Open Data for sustainable development • Awareness building & education • Participation through information • Enable & boost innovation • Knowledge sharing & showcasing best practise • Enable better decision making
  • 9. Customers I-netexrtorapcetrability & Standards Henry Maudslay (1771 – 1831) He also developed the first industrially practical screw-cutting lathe in 1800, allowing standardisation of screw thread sizes for the first time. This allowed the concept of interchangeability (a idea that was already taking hold) to be practically applied to nuts and bolts. Before this, all nuts and bolts had to be made as matching pairs only. This meant that when machines were disassembled, careful account had to be kept of the matching nuts and bolts ready for when reassembly took place. http://en.wikipedia.org/wiki/Henry_Maudslay John Sheridan, OGD2011 Conference, Vienna, Austria: http://www.slideshare.net/semwebcompany/linking-uk-government-data-john-sheridan/
  • 10. • Less replication (offering same datasets in different places) • Encouragement to re-use existing datasets (open standards, open formats, reduce semantic & syntactic heterogeneity) • Clear which datasets are providing similar / same information • More innovation and creation of new knowledge by contextualisation • Creating network effects by linking • Enable scale out of the growing amounts of data The Benefits of Linked Open Data for Sustainable Development 10
  • 11. Data Analytics 3.0 – Connected islands based on open standards 11
  • 12. GBPN – Global Buildings Performance Network
  • 14. GBPN: Need of Data & Information • Funded by Climate Works • Mission to prevent Climate Change • By support to Governments to adopt better policies • Adoption of international agreements • Philantrophie  Linked AND Open … fits with GBPN mission
  • 15. GBPN: Need of Data & Information
  • 16. GBPN: Need of Data & Information
  • 17. GBPN - Tool for Building Energy Performance Scenarios http://www.gbpn.org/databases-tools/mrv-tool/about
  • 18. GBPN: Idea of a MRV Tool What is a Modeling Tool? • It is a platform to structure, organize and analyze data taking into account a certain analytical goal What is MRV? Measurable, Reportable & Verifiable – parameters under which the mitigation actions should be undertaken 2007 Bali Action Plan The main goal of a Modeling MRV Tool is To provide a way to • measure energy use and related GHG emissions from buildings & serve as the basis for assessing the potential for certain mitigation actions • report on the country’s/city’s GHG emissions and appropriate mitigation actions • verify the compliance with the mitigation commitments by feeding in the updated data
  • 19. The Data: A Multidimensionale Cube 46 Years World, 11 or 4 Regions 3 Scenarios 3 Options for End-Uses 17 Climate Zones 5 Building Vintages 3 Building Types, 16 Categories The output is constituted from the selection of different dimensions  Type of the output: CHART(S) or TABLE
  • 20. Tool for Building Energy Performance Scenarios
  • 21. Tool for Building Energy Performance Scenarios
  • 22. Tool for Building Energy Performance Scenarios
  • 23. Tool for Building Energy Performance Scenarios
  • 24. Facts & Figures – GBPN MRV Tool • Source System: MS Access DB • RDF: Data Cube Vocabulary • Cube with 17 dimensions • Output ~ 235 Million Triples • Linked to DBpedia & Geonames & GBPN Terminology • CC-BY-3.0 France License • Virtuoso Triple Store for data storage and SPARQL Endpoint: http://virtuoso.openlinksw.com/ • ETL & other LOD Jobs: UnifiedViews http://www.semantic-web.at/de/unifiedviews • D2R RDF Conversion: http://d2rq.org/d2r-server • PoolParty Server for add. Linkting to GBPN Taxonomies: http://www.poolparty.biz/
  • 25. Other GBPN (LO)Data Tools The GBPN Policy Comparative Tool: http://bit.ly/X9Vihm The GBPN Facts & Figures Tool: http://bit.ly/XU3NNv The GBPN News Aggregator Tool: http://bit.ly/13JLJqk The Linked Open Data (LOD) based GBPN Terminology: http://bit.ly/YSbD9S
  • 26. Contact Martin Kaltenböck, m.kaltenboeck@semantic-web.at Semantic Web Company GmbH Mariahilfer Strasse 70/8, A-1070 Vienna +43-1-4021235 http://www.semantic-web.at http://www.poolparty-software.com http://slideshare.net/semwebcompany http://youtube.com/semwebcompany
  • 27. The Power of Linked Open Data • Enables web-scale data publishing - distributed publication with web-based discovery mechanisms • Everything is a resource – follow your nose to discover more about properties, classes, or codes within a code list • Everything can be annotated - make comments about observations, data series, points on a map • Easy to extend - create new properties as required, no need to plan everything up-front • Easy to merge - slot together RDF graphs, no need to worry about name clashes • Easy use and re-use on top of common schemas AND schema mapping • Allows complex querying of several distributed data sources & systems