SlideShare a Scribd company logo
Product and 3D geometry ontologies at
action in construction industry: from
manufacturer to demolition
2nd Workshop on Ontology and Engineering in Tandem
20 September 2017
Pieter Pauwels
Ghent University
Department of Architecture and Urban Planning
UGent SmartLab
Ghent University
Faculty of Engineering
and Architecture
Department of Architecture
and Urban Planning
UGent SmartLab
Prof. Ronald De Meyer
Prof. Pieter Pauwels
Dr. Ruben Verstraeten
Dr. Tiemen Strobbe
Mathias Bonduel
Willem Bekers
Sebastiaan Leenknegt
Nino Heirbaut
Pieter Pauwels
• 2003-2008: Ba-Ma Civil Engineering - Architecture (UGent)
BIM
• 2008-2012: PhD Civil Engineering - Architecture (UGent)
BIM -> SemWeb
• 2012-2014: Postdoc University of Amsterdam (UvA)
• 2014-2017: Postdoc Ghent University
SemWeb + BIM
• 2017: Lecturer (50%) Ghent University
SemWeb + information management
Outline
1. Linked Building Data!
2. ifcOWL
3. Product ontologies
4. Geometry and ontologies
Building data and linked data
Linked Open Data cloud (LOD)
http://tomheath.com/blog/2009/03/linked-data-web-of-data-semantic-web-wtf/
Bring BIM into the Semantic Web
BIM
Three key advantages
1. Interoperability
2. Linking across domains
3. Logical inference and proofs
Pauwels et al. Semantic web technologies in AEC industry: A literature overview. Automation in Construction 73 (2017) 145–165.
Two key advantages
Community efforts!
Linked Building Data Community
12
LDAC 2015
LDAC 2014
LDAC 2012
LDAC2017
5th Linked Data in Architecture and
Construction Workshop
13 - 15 Nov. 2017
http://linkedbuildingdata.net/ldac2017/
Official Community Groups
linkedbuildingdata.net
www.w3.org/community/lbd/
linkedbuildingdata community
LDAC event
ifcOWL
W3C LBD Community Group
Official community webpage:
https://www.w3.org/community/lbd/
Working documents webpage:
https://w3c-lbd-cg.github.io/lbd/
GitHub repository:
https://github.com/w3c-lbd-cg/
=> Minutes! Register!
=> Google Docs!
=> Ontologies! Examples!
A number of key ontologies at W3C LBD
• Building Topology Ontology (BOT)
• Product Ontology (PRODUCT)
• Geometry Ontology (GEOM)
• Properties Ontology (PROPS)
• Ontology for Property Management (OPM)
And alignments!!
• SSN / SOSA
• DogOnt
• Brick
• ifcOWL
• SAREF
• …
Outline
1. Linked Building Data!
2. ifcOWL
3. Product ontologies
4. Geometry and ontologies
19
Adherence to the standard…
The Industry Foundation Classes (IFC)
http://www.buildingsmart-tech.org/
22
EXPRESSIFC-SPF
XSDXML
ifcOWLRDF
Pieter Pauwels and Walter Terkaj, EXPRESS to OWL for construction industry: towards a recommendable and usable ifcOWL ontology.
Automation in Construction 63: 100-133 (2016).
Pieter Pauwels and Walter Terkaj, EXPRESS to OWL for construction industry: towards a recommendable and usable ifcOWL ontology.
Automation in Construction 63: 100-133 (2016).
Simplification for the end user
Pieter Pauwels, Ana Roxin. SimpleBIM: from full ifcOWL graphs to simplified building graphs.
Proceedings of the 11th European Conference on Product and Process Modelling. p.11-18.
Chi Zhang, Jakob Beetz. Querying Linked Building Data Using SPARQL with Functional Extensions.
Proceedings of the 11th European Conference on Product and Process Modelling.
MVDusability
Pieter Pauwels, Ana Roxin. SimpleBIM: from full ifcOWL graphs to simplified building graphs.
Proceedings of the 11th European Conference on Product and Process Modelling. p.11-18.
Rewriting PSETs and property values (1)
Pieter Pauwels, Ana Roxin. SimpleBIM: from full ifcOWL graphs
to simplified building graphs. Proceedings of the 11th European
Conference on Product and Process Modelling. p.11-18.
Rewriting PSETs and
property values (2)
Simplification strategy
1
• Removing geometric information
2
• Unwrapping data types
3
• Rewriting properties
4
• IfcRelationship instances
Pieter Pauwels, Ana Roxin. SimpleBIM: from full ifcOWL graphs to simplified building graphs.
Proceedings of the 11th European Conference on Product and Process Modelling. p.11-18.
RDFIFC-SPF
ifcOWLEXPRESS
RDF
company-
specific
ontologies
Converter?
Rules?
…?
Converter?
Rules?
…?
ifcOWL
simplified X
simplified Y
simplified Z
simplified W
ProdExt X
ProdExt Y
ProdExt Z
DevExt Z DevExt X
DevExt Y
PRODUCT
DEVICES
GEOM
BOT
Geom
Ext XGeom Ext Y
Geom
Ext Z
Building Topology Ontology (BOT)
Mads Holten Rasmussen et al. Proposing a central AEC ontology that allows for domain-specific extensions. LC3 Conference 2017.
BOT as of July 2017
Mads Holten Rasmussen et al. Proposing a central AEC ontology that allows for domain-specific extensions. LC3 Conference 2017.
Linking outside from within BOT (July 2017)
BOT as of September 2017
SAREF4BLDG ontology (part)
http://ontoology.linkeddata.es/publish/saref4bldg/index-en.html
Outline
1. Linked Building Data!
2. ifcOWL
3. Product ontologies
4. Geometry and ontologies
40
Building products
PRODUCT as of August 2017
Definitions
• A product:Product is an article or substance that is manufactured or
refined for sale
• An bot:element is a constituent of a construction entity with a
characteristic technical function, form or position [12006-2, 3.4.7]
• A gr:ProductOrService is the superclass of all classes describing
products or services types, either by nature or purpose. Examples for
such subclasses are "TV set", "vacuum cleaner", etc. An instance of this
class can be either an actual product or service (gr:Individual), a
placeholder instance for unknown instances of a mass-produced
commodity (gr:SomeItems), or a model / prototype specification
(gr:ProductOrServiceModel).
Definitions in the GoodRelations Ontology
• A real product like my laptop, my car with this VIN and mileage, a
particular item on an eBay auction - gr:Individual.
• A product model, i.e. a datasheet, like "Nikon T90", "iPod Nano 16 GB",
or similar. - gr:ProductOrServiceModel.
• Then we have a third case, in which the entities exposed on the Web
are neither products nor product models, but instead "black boxes" of
products. - gr:SomeItems.
PRODUCT as of September 2017
Products in IFC
But we actually need product
properties (PROPS)
#6=IFCPROPERTYSINGLEVALUE('IsExternal',$,IFCBOOLEAN(.T.),$);
#4=IFCPROPERTYSET('2pW3mRfBr7EwHldYmKP$PD',#33,'Pset_WindowCommon',$,(#1,#6));
#2=IFCRELDEFINESBYPROPERTIES('2yVDnLFbzAzx6B70P6n3aU',#33,$,$,(#1),#4);
#1=IFCWINDOW('1BYB9o9k5FZAAI8V0ct4P4',#33,'BK_tower_window:BK_tower_window:BK_tower_window:145729',
$,'BK_tower_window',#90910,#90904,'145729',2200.000000000015,1200.000000000011);
Properties (PSETS)
Properties (PSETS)
About 400 PSET XML files…
PROPS - outline
Implementation in practice: from
manufacturer to demolition
The profile of a product manufacturer
• Small
• Regional company
• Limited ICT capabilities and resources
95% less than 20 people
G. Gudnason and P. Pauwels. SemCat : publishing and accessing building product information as linked data.
ECPPM Conference 2016. pp. 659-666.
paper
html and web portals
CSV, XML, JSON
2D
3D
BIM
…
G. Gudnason and P. Pauwels. SemCat : publishing and accessing building product information as linked data.
ECPPM Conference 2016. pp. 659-666.
https://bimobject.com/
BIM Objects
BIM Objects
Ontologies
BIM Objects
Ontologies
CLIENTS
Designer Installer Contractor
BIM Objects
Ontologies
CLIENTS
Designer Installer Contractor
Ontologies
CLIENTS
Designer Installer Contractor
BIM Objects
API
Ontologies
CLIENTS
Designer Installer Contractor
BIM Objects
CLIENTS
Designer Installer Contractor
BIM Objects
Ontologies
Outline
1. Linked Building Data!
2. ifcOWL
3. Product ontologies
4. Geometry in an ontology
65
Geometry kernels and
transformations
Pauwels et al., Three-dimensional information exchange over the semantic web for the domain of architecture, engineering, and
construction. AIEDAM 25: 317-332 (2011).
Pauwels et al., Three-dimensional information exchange over the semantic web for the domain of architecture, engineering, and
construction. AIEDAM 25: 317-332 (2011).
Pauwels et al., Three-dimensional information exchange over the semantic web for the domain of architecture, engineering, and
construction. AIEDAM 25: 317-332 (2011).
Pauwels et al., Three-dimensional information exchange over the semantic web for the domain of architecture, engineering, and
construction. AIEDAM 25: 317-332 (2011).
ONTOBREP ontology
Perzylo et al., An Ontology for CAD Data and Geometric Constraints as a Link Between Product Models and Semantic Robot Task
Descriptions. IEEE/RSJ International Conference on Intelligent Robots and Systems 2015.
Example: cylinder
Perzylo et al., An Ontology for CAD Data and Geometric Constraints as a Link Between Product Models and Semantic Robot Task
Descriptions. IEEE/RSJ International Conference on Intelligent Robots and Systems 2015.
Perzylo et al., An Ontology for CAD Data and Geometric Constraints as a Link Between Product Models and Semantic Robot Task
Descriptions. IEEE/RSJ International Conference on Intelligent Robots and Systems 2015.
GEOM ontology
P. Bonsma – RDF.bg
https://docs.google.com/document/d/11ltaT0_0ajG10BXBTKaTY57_ppuXmBk2v0GCFicqArc/
P. Bonsma – RDF.bg
https://docs.google.com/document/d/11ltaT0_0ajG10BXBTKaTY57_ppuXmBk2v0GCFicqArc/
Well-Known Text (WKT)
WKT: representing IfcPolylines as LineStrings
Pauwels et al. Enhancing the ifcOWL ontology with an alternative representation for geometric data.
Automation in Construction 80 (2017) 77-94
Geometry in IFC
Pauwels et al. Enhancing the ifcOWL ontology with an alternative representation for geometric data.
Automation in Construction 80 (2017) 77-94
Pauwels et al. Enhancing the ifcOWL ontology with an alternative representation for geometric data.
Automation in Construction 80 (2017) 77-94
IFC-based WKT string
Pauwels et al. Enhancing the ifcOWL ontology with an alternative representation for geometric data.
Automation in Construction 80 (2017) 77-94
3D Viewers
Solution multi-threaded
Pauwels et al., Three-dimensional information exchange over the semantic web for the domain of architecture, engineering, and
construction. AIEDAM 25: 317-332 (2011).
In conclusion
1. Linked Building Data!
2. ifcOWL
3. Product ontologies
4. Geometry in an ontology
Thank you
Pieter Pauwels
pipauwel.pauwels@ugent.be

More Related Content

What's hot

ifcOWL - An ontology for building data
ifcOWL - An ontology for building dataifcOWL - An ontology for building data
ifcOWL - An ontology for building data
LD4SC
 
ECPPM2016 - ifcOWL for Managing Product Data
ECPPM2016 - ifcOWL for Managing Product DataECPPM2016 - ifcOWL for Managing Product Data
ECPPM2016 - ifcOWL for Managing Product Data
Pieter Pauwels
 
SWIMing VoCamp 2016 - ifcOWL overview and current state
SWIMing VoCamp 2016 - ifcOWL overview and current stateSWIMing VoCamp 2016 - ifcOWL overview and current state
SWIMing VoCamp 2016 - ifcOWL overview and current state
Pieter Pauwels
 
LDAC Workshop 2016 - Linked Building Data Community Efforts
LDAC Workshop 2016 - Linked Building Data Community EffortsLDAC Workshop 2016 - Linked Building Data Community Efforts
LDAC Workshop 2016 - Linked Building Data Community Efforts
Pieter Pauwels
 
CIB W78 2015 - Semantic Rule-checking for Regulation Compliance Checking
CIB W78 2015 - Semantic Rule-checking for Regulation Compliance CheckingCIB W78 2015 - Semantic Rule-checking for Regulation Compliance Checking
CIB W78 2015 - Semantic Rule-checking for Regulation Compliance Checking
Pieter Pauwels
 
ECPPM2016 - SemCat: Publishing and Accessing Building Product Information as ...
ECPPM2016 - SemCat: Publishing and Accessing Building Product Information as ...ECPPM2016 - SemCat: Publishing and Accessing Building Product Information as ...
ECPPM2016 - SemCat: Publishing and Accessing Building Product Information as ...
Pieter Pauwels
 
Summer School LD4SC 2015 - ifcOWL introduction
Summer School LD4SC 2015 - ifcOWL introductionSummer School LD4SC 2015 - ifcOWL introduction
Summer School LD4SC 2015 - ifcOWL introduction
Pieter Pauwels
 
2_presFriday_ontologydevelopment
2_presFriday_ontologydevelopment2_presFriday_ontologydevelopment
2_presFriday_ontologydevelopmentPieter Pauwels
 
LDAC 2015 - Towards an industry-wide ifcOWL: choices and issues
LDAC 2015 - Towards an industry-wide ifcOWL: choices and issuesLDAC 2015 - Towards an industry-wide ifcOWL: choices and issues
LDAC 2015 - Towards an industry-wide ifcOWL: choices and issues
Pieter Pauwels
 
LDAC 2015 - Selection of IFC subsets using ifcOWL and rewrite rules
LDAC 2015 - Selection of IFC subsets using ifcOWL and rewrite rulesLDAC 2015 - Selection of IFC subsets using ifcOWL and rewrite rules
LDAC 2015 - Selection of IFC subsets using ifcOWL and rewrite rules
Pieter Pauwels
 
BIM from Building to urban fabric: More than just zooming out
BIM from Building to urban fabric: More than just zooming outBIM from Building to urban fabric: More than just zooming out
BIM from Building to urban fabric: More than just zooming out
Pieter Pauwels
 
Comparison of Meta-Modeling Languages
Comparison  of Meta-Modeling LanguagesComparison  of Meta-Modeling Languages
Comparison of Meta-Modeling Languages
heigoo
 
Mapping-Based Exchange of Models between Meta-Modeling Tools
Mapping-Based Exchange of Models between Meta-Modeling ToolsMapping-Based Exchange of Models between Meta-Modeling Tools
Mapping-Based Exchange of Models between Meta-Modeling Tools
heigoo
 
Interoperability of Meta-Modeling Tools
Interoperability of Meta-Modeling ToolsInteroperability of Meta-Modeling Tools
Interoperability of Meta-Modeling Tools
heigoo
 
Concept extraction from the web of things (3)
Concept extraction from the web of things (3)Concept extraction from the web of things (3)
Concept extraction from the web of things (3)
Amélie Gyrard
 
CORE final workshop introduction
CORE final workshop introductionCORE final workshop introduction
CORE final workshop introduction
Carlo Vaccari
 
Digital Business Engineering: Findings from the Install4Schenker case
Digital Business Engineering: Findings from the Install4Schenker caseDigital Business Engineering: Findings from the Install4Schenker case
Digital Business Engineering: Findings from the Install4Schenker case
Sebastian Opriel
 
Semantic Interoperability in the Transportation Domain: Cefriel's experiences
Semantic Interoperability in the Transportation Domain: Cefriel's experiencesSemantic Interoperability in the Transportation Domain: Cefriel's experiences
Semantic Interoperability in the Transportation Domain: Cefriel's experiences
Marco Comerio
 
EUBrasilCloudFORUM Final results
EUBrasilCloudFORUM Final resultsEUBrasilCloudFORUM Final results
EUBrasilCloudFORUM Final results
ATMOSPHERE .
 
DURAARK presentation CIB W78 "Applications of IT in AEC" conference Beijing 2...
DURAARK presentation CIB W78 "Applications of IT in AEC" conference Beijing 2...DURAARK presentation CIB W78 "Applications of IT in AEC" conference Beijing 2...
DURAARK presentation CIB W78 "Applications of IT in AEC" conference Beijing 2...
Jakob Beetz
 

What's hot (20)

ifcOWL - An ontology for building data
ifcOWL - An ontology for building dataifcOWL - An ontology for building data
ifcOWL - An ontology for building data
 
ECPPM2016 - ifcOWL for Managing Product Data
ECPPM2016 - ifcOWL for Managing Product DataECPPM2016 - ifcOWL for Managing Product Data
ECPPM2016 - ifcOWL for Managing Product Data
 
SWIMing VoCamp 2016 - ifcOWL overview and current state
SWIMing VoCamp 2016 - ifcOWL overview and current stateSWIMing VoCamp 2016 - ifcOWL overview and current state
SWIMing VoCamp 2016 - ifcOWL overview and current state
 
LDAC Workshop 2016 - Linked Building Data Community Efforts
LDAC Workshop 2016 - Linked Building Data Community EffortsLDAC Workshop 2016 - Linked Building Data Community Efforts
LDAC Workshop 2016 - Linked Building Data Community Efforts
 
CIB W78 2015 - Semantic Rule-checking for Regulation Compliance Checking
CIB W78 2015 - Semantic Rule-checking for Regulation Compliance CheckingCIB W78 2015 - Semantic Rule-checking for Regulation Compliance Checking
CIB W78 2015 - Semantic Rule-checking for Regulation Compliance Checking
 
ECPPM2016 - SemCat: Publishing and Accessing Building Product Information as ...
ECPPM2016 - SemCat: Publishing and Accessing Building Product Information as ...ECPPM2016 - SemCat: Publishing and Accessing Building Product Information as ...
ECPPM2016 - SemCat: Publishing and Accessing Building Product Information as ...
 
Summer School LD4SC 2015 - ifcOWL introduction
Summer School LD4SC 2015 - ifcOWL introductionSummer School LD4SC 2015 - ifcOWL introduction
Summer School LD4SC 2015 - ifcOWL introduction
 
2_presFriday_ontologydevelopment
2_presFriday_ontologydevelopment2_presFriday_ontologydevelopment
2_presFriday_ontologydevelopment
 
LDAC 2015 - Towards an industry-wide ifcOWL: choices and issues
LDAC 2015 - Towards an industry-wide ifcOWL: choices and issuesLDAC 2015 - Towards an industry-wide ifcOWL: choices and issues
LDAC 2015 - Towards an industry-wide ifcOWL: choices and issues
 
LDAC 2015 - Selection of IFC subsets using ifcOWL and rewrite rules
LDAC 2015 - Selection of IFC subsets using ifcOWL and rewrite rulesLDAC 2015 - Selection of IFC subsets using ifcOWL and rewrite rules
LDAC 2015 - Selection of IFC subsets using ifcOWL and rewrite rules
 
BIM from Building to urban fabric: More than just zooming out
BIM from Building to urban fabric: More than just zooming outBIM from Building to urban fabric: More than just zooming out
BIM from Building to urban fabric: More than just zooming out
 
Comparison of Meta-Modeling Languages
Comparison  of Meta-Modeling LanguagesComparison  of Meta-Modeling Languages
Comparison of Meta-Modeling Languages
 
Mapping-Based Exchange of Models between Meta-Modeling Tools
Mapping-Based Exchange of Models between Meta-Modeling ToolsMapping-Based Exchange of Models between Meta-Modeling Tools
Mapping-Based Exchange of Models between Meta-Modeling Tools
 
Interoperability of Meta-Modeling Tools
Interoperability of Meta-Modeling ToolsInteroperability of Meta-Modeling Tools
Interoperability of Meta-Modeling Tools
 
Concept extraction from the web of things (3)
Concept extraction from the web of things (3)Concept extraction from the web of things (3)
Concept extraction from the web of things (3)
 
CORE final workshop introduction
CORE final workshop introductionCORE final workshop introduction
CORE final workshop introduction
 
Digital Business Engineering: Findings from the Install4Schenker case
Digital Business Engineering: Findings from the Install4Schenker caseDigital Business Engineering: Findings from the Install4Schenker case
Digital Business Engineering: Findings from the Install4Schenker case
 
Semantic Interoperability in the Transportation Domain: Cefriel's experiences
Semantic Interoperability in the Transportation Domain: Cefriel's experiencesSemantic Interoperability in the Transportation Domain: Cefriel's experiences
Semantic Interoperability in the Transportation Domain: Cefriel's experiences
 
EUBrasilCloudFORUM Final results
EUBrasilCloudFORUM Final resultsEUBrasilCloudFORUM Final results
EUBrasilCloudFORUM Final results
 
DURAARK presentation CIB W78 "Applications of IT in AEC" conference Beijing 2...
DURAARK presentation CIB W78 "Applications of IT in AEC" conference Beijing 2...DURAARK presentation CIB W78 "Applications of IT in AEC" conference Beijing 2...
DURAARK presentation CIB W78 "Applications of IT in AEC" conference Beijing 2...
 

Similar to LOA seminar 2017 - Product and 3D geometry ontologies at action in construction industry

BabelNet Workshop 2016 - Making sense of building data and building product data
BabelNet Workshop 2016 - Making sense of building data and building product dataBabelNet Workshop 2016 - Making sense of building data and building product data
BabelNet Workshop 2016 - Making sense of building data and building product data
Pieter Pauwels
 
CIB W78 2015 - Keynote "The Web of Construction Data:Pathways and Opportunities"
CIB W78 2015 - Keynote "The Web of Construction Data:Pathways and Opportunities"CIB W78 2015 - Keynote "The Web of Construction Data:Pathways and Opportunities"
CIB W78 2015 - Keynote "The Web of Construction Data:Pathways and Opportunities"
Pieter Pauwels
 
Research Sruti
Research SrutiResearch Sruti
Research Sruti
srutin
 
Continuity in the development of seamless mobility: An approach for a system-...
Continuity in the development of seamless mobility: An approach for a system-...Continuity in the development of seamless mobility: An approach for a system-...
Continuity in the development of seamless mobility: An approach for a system-...
IRJET Journal
 
Horizontal Requirement Engineering in Integration of Multiple IoT Use Cases o...
Horizontal Requirement Engineering in Integration of Multiple IoT Use Cases o...Horizontal Requirement Engineering in Integration of Multiple IoT Use Cases o...
Horizontal Requirement Engineering in Integration of Multiple IoT Use Cases o...
Toshihiko Yamakami
 
Open Engineering Framework
Open Engineering FrameworkOpen Engineering Framework
Open Engineering FrameworkJohn Vogel
 
Sailing the V: Engineering digitalization through task automation and reuse i...
Sailing the V: Engineering digitalization through task automation and reuse i...Sailing the V: Engineering digitalization through task automation and reuse i...
Sailing the V: Engineering digitalization through task automation and reuse i...
CARLOS III UNIVERSITY OF MADRID
 
IoT Reference Architectures
IoT Reference ArchitecturesIoT Reference Architectures
IoT Reference Architectures
Bob Marcus
 
Whitepaper: "Construction Lifecycle Management – a necessary business strateg...
Whitepaper: "Construction Lifecycle Management – a necessary business strateg...Whitepaper: "Construction Lifecycle Management – a necessary business strateg...
Whitepaper: "Construction Lifecycle Management – a necessary business strateg...
Ionel GRECESCU
 
Structural Building and Cost Optimization with Different Floor System
Structural Building and Cost Optimization with Different Floor SystemStructural Building and Cost Optimization with Different Floor System
Structural Building and Cost Optimization with Different Floor System
ijtsrd
 
Linked Data applications for BIM
Linked Data applications for BIMLinked Data applications for BIM
Linked Data applications for BIM
Ana Roxin
 
Building Information Modeling (BIM) & Industry Foundation Classes (IFC)
Building Information Modeling (BIM)  & Industry Foundation Classes (IFC)Building Information Modeling (BIM)  & Industry Foundation Classes (IFC)
Building Information Modeling (BIM) & Industry Foundation Classes (IFC)metalalp
 
Ph.D. Thesis: A Methodology for the Development of Autonomic and Cognitive In...
Ph.D. Thesis: A Methodology for the Development of Autonomic and Cognitive In...Ph.D. Thesis: A Methodology for the Development of Autonomic and Cognitive In...
Ph.D. Thesis: A Methodology for the Development of Autonomic and Cognitive In...
Universita della Calabria,
 
COMBINE standards & tools: Getting model management right
COMBINE standards & tools: Getting model management rightCOMBINE standards & tools: Getting model management right
COMBINE standards & tools: Getting model management right
University Medicine Greifswald
 
A knowledge-based solution for automatic mapping in component based automat...
A knowledge-based solution for  automatic mapping in component  based automat...A knowledge-based solution for  automatic mapping in component  based automat...
A knowledge-based solution for automatic mapping in component based automat...
FAST-Lab. Factory Automation Systems and Technologies Laboratory, Tampere University of Technology
 
Reference Knowledge Models for Smart Application
Reference Knowledge Models for Smart ApplicationReference Knowledge Models for Smart Application
Reference Knowledge Models for Smart Application
Maxime Lefrançois
 
An approach for knowledge-driven product, process and resource mappings for a...
An approach for knowledge-driven product, process and resource mappings for a...An approach for knowledge-driven product, process and resource mappings for a...
An approach for knowledge-driven product, process and resource mappings for a...
FAST-Lab. Factory Automation Systems and Technologies Laboratory, Tampere University of Technology
 
Will Robots Take all the Jobs? Not yet.
Will Robots Take all the Jobs? Not yet.Will Robots Take all the Jobs? Not yet.
Will Robots Take all the Jobs? Not yet.
Dagmar Monett
 
Ontologies in architecture, engineering and construction (AEC)
Ontologies in architecture, engineering and construction (AEC)Ontologies in architecture, engineering and construction (AEC)
Ontologies in architecture, engineering and construction (AEC)
Pieter Pauwels
 
Web based e manufacturing of prototypes by using rapid prototyping technology
Web based e  manufacturing of prototypes by using rapid prototyping technologyWeb based e  manufacturing of prototypes by using rapid prototyping technology
Web based e manufacturing of prototypes by using rapid prototyping technologyIAEME Publication
 

Similar to LOA seminar 2017 - Product and 3D geometry ontologies at action in construction industry (20)

BabelNet Workshop 2016 - Making sense of building data and building product data
BabelNet Workshop 2016 - Making sense of building data and building product dataBabelNet Workshop 2016 - Making sense of building data and building product data
BabelNet Workshop 2016 - Making sense of building data and building product data
 
CIB W78 2015 - Keynote "The Web of Construction Data:Pathways and Opportunities"
CIB W78 2015 - Keynote "The Web of Construction Data:Pathways and Opportunities"CIB W78 2015 - Keynote "The Web of Construction Data:Pathways and Opportunities"
CIB W78 2015 - Keynote "The Web of Construction Data:Pathways and Opportunities"
 
Research Sruti
Research SrutiResearch Sruti
Research Sruti
 
Continuity in the development of seamless mobility: An approach for a system-...
Continuity in the development of seamless mobility: An approach for a system-...Continuity in the development of seamless mobility: An approach for a system-...
Continuity in the development of seamless mobility: An approach for a system-...
 
Horizontal Requirement Engineering in Integration of Multiple IoT Use Cases o...
Horizontal Requirement Engineering in Integration of Multiple IoT Use Cases o...Horizontal Requirement Engineering in Integration of Multiple IoT Use Cases o...
Horizontal Requirement Engineering in Integration of Multiple IoT Use Cases o...
 
Open Engineering Framework
Open Engineering FrameworkOpen Engineering Framework
Open Engineering Framework
 
Sailing the V: Engineering digitalization through task automation and reuse i...
Sailing the V: Engineering digitalization through task automation and reuse i...Sailing the V: Engineering digitalization through task automation and reuse i...
Sailing the V: Engineering digitalization through task automation and reuse i...
 
IoT Reference Architectures
IoT Reference ArchitecturesIoT Reference Architectures
IoT Reference Architectures
 
Whitepaper: "Construction Lifecycle Management – a necessary business strateg...
Whitepaper: "Construction Lifecycle Management – a necessary business strateg...Whitepaper: "Construction Lifecycle Management – a necessary business strateg...
Whitepaper: "Construction Lifecycle Management – a necessary business strateg...
 
Structural Building and Cost Optimization with Different Floor System
Structural Building and Cost Optimization with Different Floor SystemStructural Building and Cost Optimization with Different Floor System
Structural Building and Cost Optimization with Different Floor System
 
Linked Data applications for BIM
Linked Data applications for BIMLinked Data applications for BIM
Linked Data applications for BIM
 
Building Information Modeling (BIM) & Industry Foundation Classes (IFC)
Building Information Modeling (BIM)  & Industry Foundation Classes (IFC)Building Information Modeling (BIM)  & Industry Foundation Classes (IFC)
Building Information Modeling (BIM) & Industry Foundation Classes (IFC)
 
Ph.D. Thesis: A Methodology for the Development of Autonomic and Cognitive In...
Ph.D. Thesis: A Methodology for the Development of Autonomic and Cognitive In...Ph.D. Thesis: A Methodology for the Development of Autonomic and Cognitive In...
Ph.D. Thesis: A Methodology for the Development of Autonomic and Cognitive In...
 
COMBINE standards & tools: Getting model management right
COMBINE standards & tools: Getting model management rightCOMBINE standards & tools: Getting model management right
COMBINE standards & tools: Getting model management right
 
A knowledge-based solution for automatic mapping in component based automat...
A knowledge-based solution for  automatic mapping in component  based automat...A knowledge-based solution for  automatic mapping in component  based automat...
A knowledge-based solution for automatic mapping in component based automat...
 
Reference Knowledge Models for Smart Application
Reference Knowledge Models for Smart ApplicationReference Knowledge Models for Smart Application
Reference Knowledge Models for Smart Application
 
An approach for knowledge-driven product, process and resource mappings for a...
An approach for knowledge-driven product, process and resource mappings for a...An approach for knowledge-driven product, process and resource mappings for a...
An approach for knowledge-driven product, process and resource mappings for a...
 
Will Robots Take all the Jobs? Not yet.
Will Robots Take all the Jobs? Not yet.Will Robots Take all the Jobs? Not yet.
Will Robots Take all the Jobs? Not yet.
 
Ontologies in architecture, engineering and construction (AEC)
Ontologies in architecture, engineering and construction (AEC)Ontologies in architecture, engineering and construction (AEC)
Ontologies in architecture, engineering and construction (AEC)
 
Web based e manufacturing of prototypes by using rapid prototyping technology
Web based e  manufacturing of prototypes by using rapid prototyping technologyWeb based e  manufacturing of prototypes by using rapid prototyping technology
Web based e manufacturing of prototypes by using rapid prototyping technology
 

More from Pieter Pauwels

ECPPM2016 - SimpleBIM: from full ifcOWL graphs to simplified building graphs
ECPPM2016 - SimpleBIM: from full ifcOWL graphs to simplified building graphsECPPM2016 - SimpleBIM: from full ifcOWL graphs to simplified building graphs
ECPPM2016 - SimpleBIM: from full ifcOWL graphs to simplified building graphs
Pieter Pauwels
 
BIMMeeting 2016 - BIM-Infra-GIS: building bridges from single buildings to di...
BIMMeeting 2016 - BIM-Infra-GIS: building bridges from single buildings to di...BIMMeeting 2016 - BIM-Infra-GIS: building bridges from single buildings to di...
BIMMeeting 2016 - BIM-Infra-GIS: building bridges from single buildings to di...
Pieter Pauwels
 
BuildingSMART Standards Summit 2015 - JBeetz - Product Room - Use Cases for i...
BuildingSMART Standards Summit 2015 - JBeetz - Product Room - Use Cases for i...BuildingSMART Standards Summit 2015 - JBeetz - Product Room - Use Cases for i...
BuildingSMART Standards Summit 2015 - JBeetz - Product Room - Use Cases for i...
Pieter Pauwels
 
CAA NLFL 2015 - Semantics in the documentation of architectural heritage: BIM...
CAA NLFL 2015 - Semantics in the documentation of architectural heritage: BIM...CAA NLFL 2015 - Semantics in the documentation of architectural heritage: BIM...
CAA NLFL 2015 - Semantics in the documentation of architectural heritage: BIM...
Pieter Pauwels
 
EG-ICE 2015 - Coping with IFC lists in the ifcOWL ontology
EG-ICE 2015 - Coping with IFC lists in the ifcOWL ontologyEG-ICE 2015 - Coping with IFC lists in the ifcOWL ontology
EG-ICE 2015 - Coping with IFC lists in the ifcOWL ontology
Pieter Pauwels
 
CAADFutures 2015 - Shape grammars for architectural design: the need for refr...
CAADFutures 2015 - Shape grammars for architectural design: the need for refr...CAADFutures 2015 - Shape grammars for architectural design: the need for refr...
CAADFutures 2015 - Shape grammars for architectural design: the need for refr...
Pieter Pauwels
 
Summer School LD4SC 2015 - RDF(S) and SPARQL
Summer School LD4SC 2015 - RDF(S) and SPARQLSummer School LD4SC 2015 - RDF(S) and SPARQL
Summer School LD4SC 2015 - RDF(S) and SPARQL
Pieter Pauwels
 
EuropIA 2014 - Analysing the impact of constraints on decision-making by arch...
EuropIA 2014 - Analysing the impact of constraints on decision-making by arch...EuropIA 2014 - Analysing the impact of constraints on decision-making by arch...
EuropIA 2014 - Analysing the impact of constraints on decision-making by arch...
Pieter Pauwels
 
ECPPM2014 - Making SimModel information available as RDF graphs
ECPPM2014 - Making SimModel information available as RDF graphsECPPM2014 - Making SimModel information available as RDF graphs
ECPPM2014 - Making SimModel information available as RDF graphs
Pieter Pauwels
 
iKNOW2014 - SimModel and IFC: a short introduction to the ontologies
iKNOW2014 - SimModel and IFC: a short introduction to the ontologiesiKNOW2014 - SimModel and IFC: a short introduction to the ontologies
iKNOW2014 - SimModel and IFC: a short introduction to the ontologies
Pieter Pauwels
 
NordDesign2014 - Reasoning processes involved in ICT-mediated design communic...
NordDesign2014 - Reasoning processes involved in ICT-mediated design communic...NordDesign2014 - Reasoning processes involved in ICT-mediated design communic...
NordDesign2014 - Reasoning processes involved in ICT-mediated design communic...
Pieter Pauwels
 

More from Pieter Pauwels (11)

ECPPM2016 - SimpleBIM: from full ifcOWL graphs to simplified building graphs
ECPPM2016 - SimpleBIM: from full ifcOWL graphs to simplified building graphsECPPM2016 - SimpleBIM: from full ifcOWL graphs to simplified building graphs
ECPPM2016 - SimpleBIM: from full ifcOWL graphs to simplified building graphs
 
BIMMeeting 2016 - BIM-Infra-GIS: building bridges from single buildings to di...
BIMMeeting 2016 - BIM-Infra-GIS: building bridges from single buildings to di...BIMMeeting 2016 - BIM-Infra-GIS: building bridges from single buildings to di...
BIMMeeting 2016 - BIM-Infra-GIS: building bridges from single buildings to di...
 
BuildingSMART Standards Summit 2015 - JBeetz - Product Room - Use Cases for i...
BuildingSMART Standards Summit 2015 - JBeetz - Product Room - Use Cases for i...BuildingSMART Standards Summit 2015 - JBeetz - Product Room - Use Cases for i...
BuildingSMART Standards Summit 2015 - JBeetz - Product Room - Use Cases for i...
 
CAA NLFL 2015 - Semantics in the documentation of architectural heritage: BIM...
CAA NLFL 2015 - Semantics in the documentation of architectural heritage: BIM...CAA NLFL 2015 - Semantics in the documentation of architectural heritage: BIM...
CAA NLFL 2015 - Semantics in the documentation of architectural heritage: BIM...
 
EG-ICE 2015 - Coping with IFC lists in the ifcOWL ontology
EG-ICE 2015 - Coping with IFC lists in the ifcOWL ontologyEG-ICE 2015 - Coping with IFC lists in the ifcOWL ontology
EG-ICE 2015 - Coping with IFC lists in the ifcOWL ontology
 
CAADFutures 2015 - Shape grammars for architectural design: the need for refr...
CAADFutures 2015 - Shape grammars for architectural design: the need for refr...CAADFutures 2015 - Shape grammars for architectural design: the need for refr...
CAADFutures 2015 - Shape grammars for architectural design: the need for refr...
 
Summer School LD4SC 2015 - RDF(S) and SPARQL
Summer School LD4SC 2015 - RDF(S) and SPARQLSummer School LD4SC 2015 - RDF(S) and SPARQL
Summer School LD4SC 2015 - RDF(S) and SPARQL
 
EuropIA 2014 - Analysing the impact of constraints on decision-making by arch...
EuropIA 2014 - Analysing the impact of constraints on decision-making by arch...EuropIA 2014 - Analysing the impact of constraints on decision-making by arch...
EuropIA 2014 - Analysing the impact of constraints on decision-making by arch...
 
ECPPM2014 - Making SimModel information available as RDF graphs
ECPPM2014 - Making SimModel information available as RDF graphsECPPM2014 - Making SimModel information available as RDF graphs
ECPPM2014 - Making SimModel information available as RDF graphs
 
iKNOW2014 - SimModel and IFC: a short introduction to the ontologies
iKNOW2014 - SimModel and IFC: a short introduction to the ontologiesiKNOW2014 - SimModel and IFC: a short introduction to the ontologies
iKNOW2014 - SimModel and IFC: a short introduction to the ontologies
 
NordDesign2014 - Reasoning processes involved in ICT-mediated design communic...
NordDesign2014 - Reasoning processes involved in ICT-mediated design communic...NordDesign2014 - Reasoning processes involved in ICT-mediated design communic...
NordDesign2014 - Reasoning processes involved in ICT-mediated design communic...
 

Recently uploaded

GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
James Anderson
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish Caching
Thijs Feryn
 
Elevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object CalisthenicsElevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object Calisthenics
Dorra BARTAGUIZ
 
Essentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersEssentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with Parameters
Safe Software
 
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfSAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
Peter Spielvogel
 
Welocme to ViralQR, your best QR code generator.
Welocme to ViralQR, your best QR code generator.Welocme to ViralQR, your best QR code generator.
Welocme to ViralQR, your best QR code generator.
ViralQR
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Thierry Lestable
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
Alan Dix
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Ramesh Iyer
 
DevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA ConnectDevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA Connect
Kari Kakkonen
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
Alison B. Lowndes
 
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptx
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptxSecstrike : Reverse Engineering & Pwnable tools for CTF.pptx
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptx
nkrafacyberclub
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Product School
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
Guy Korland
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
Jemma Hussein Allen
 
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfObservability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Paige Cruz
 
Key Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdfKey Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdf
Cheryl Hung
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
DianaGray10
 

Recently uploaded (20)

GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish Caching
 
Elevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object CalisthenicsElevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object Calisthenics
 
Essentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersEssentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with Parameters
 
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfSAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
 
Welocme to ViralQR, your best QR code generator.
Welocme to ViralQR, your best QR code generator.Welocme to ViralQR, your best QR code generator.
Welocme to ViralQR, your best QR code generator.
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
 
DevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA ConnectDevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA Connect
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
 
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptx
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptxSecstrike : Reverse Engineering & Pwnable tools for CTF.pptx
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptx
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
 
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfObservability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
 
Key Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdfKey Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdf
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
 

LOA seminar 2017 - Product and 3D geometry ontologies at action in construction industry