SlideShare una empresa de Scribd logo
1 de 22
Open Data Potential for Smart
Cities
Prof. Sören Auer
Creating Knowledge
out of Interlinked Data
The Web evolves into a Web of Data
Linked Open Data
Facebook
Open Graph
Creating Knowledge
out of Interlinked Data
Trans-
port/
Mobility
Energy
Edu-
cation
Commu
nication
Cuture
Econo-
my
Gover-
nance
Aspects of Smart Cities
What connects all these
Smart City aspects?
Creating Knowledge
out of Interlinked Data
• Open Data Strategy (Ref: IP/11/1524) expected to deliver €40 billion boost to the EU's economy each year
• Data becomes a tradable commodity, “the value of data increases the more you share it”
Potential of Open Data
©Nigel Holmes 2012 / from The
Human Face of Big Data
Creating Knowledge
out of Interlinked Data
Extreme variety of
• Data sources
• Data structures/data models (XML,CSV,RDB,…)
• Stakeholders: Data owners/publishers & consumers
(authorities, administrations, citizens, companies, …)
• Licenses (proprietary, CC, Open Data, …)
Not only Big Data, also large amounts of „Small Data“
What are the challenges
Creating Knowledge
out of Interlinked Data
1. Uses RDF Data Model
Addressing the challenges with Linked
Data
SRII-Asia2013
Bangkok
17.9.2013
SRII_Thailand
organizes
starts
takesPlaceIn
2. Is serialised in triples:
SRII_Thailand organizes SRII-Asia2013
SRII-Asia2013 starts “20130917”^^xsd:date
SRII-Asia2013 takesPlaceAt Bangkok
3. Uses Content-negotiation
Creating Knowledge
out of Interlinked Data
• Uses established Web Technologies (HTTP, URI etc.)
• No centralized authority required
• RDF is a lingua franca for integrating data on the Web
• Entities, attributes and properties can be uniquely
identified
• Provenance built-in
• Easy to migrate from shallow semantic representations
(thesauri, vocabularies) to complex ones (ontologies)
• Mature stack of standards and technologies available
Advantages of Linked Data
Creating Knowledge
out of Interlinked Data
What is Linked Open Gov Data?
Linked Data Linked Open
Governement Data
Creating Knowledge
out of Interlinked Data
Open Government Data Ecosystem for Smart
Cities
Politics
• On different levels:
(supra-) national,
regional, municipal
Civil society
• Grass-roots initiatives
• NGOs
• Pluralism
Business
• Startups
• SMEs
• Large companies
Research
• Science
• Collaborative projects
Creating Knowledge
out of Interlinked Data
Open Data for Smart Cities: Who is it for?
 Data literate citizenry
 Data journalists
 Policy experts
 Decision makers
 Mobile and web developers
 Academics / researchers
 Public bodies
 Companies
 Civic society / NGOs
 And so on...
Creating Knowledge
out of Interlinked Data
• Transparency
• Accountability
• Efficiency
• Public Service Delivery
• Engagement
• Data Improvement
• Societal value
• Economic value
Open Data Benefits
Creating Knowledge
out of Interlinked Data
• Let citizens experiment with apps visualizing governmental spending – leverage the creative potential
• Reach better societal agreement
• Identify overspending, potential for savings, misuse
Open Budget Data
Creating Knowledge
out of Interlinked Data
• It is hard for public transportation
agencies to develop the best user interfaces
• Why not letting citizens and companies solve this?
Open Transportation Data –
Increase Efficiency of Public Transport
Creating Knowledge
out of Interlinked Data
• Publish Open Data in RDF reusing vocabularies
which can be understood and
combined by apps in
unforeseen ways
What has to be done?
Where we are now
Where we should be
make your stuff available on the Web (whatever format) under an
open license
link your data
use URIs to
denote things
use non-proprietary formats
(e.g., CSV instead of Excel)
make it available as structured data
(e.g., Excel instead of image scan of a table)
Creating Knowledge
out of Interlinked Data
http://lod2.eu
Creating Knowledge out of Interlinked Data
By opening data companies, organizations and interested
citizens are able to build applications and mashups on to of
the data.
Open Data …applications follow
http://lod2.eu
Creating Knowledge out of Interlinked Data
Service-orientation to increase “customer” satisfaction (businesses,
citizens)
• Linked Data and apps, visualizations, mashups build on top help
businesses and citizens to build value-added services
Intra-government collaboration for efficient/effective government
• Linked Data helps establishing a pay-as-you-go data integration
ecosystem
Increased transparency
• Standardized vocabularies allow to quickly compare data from
different sources and do fact checking
Not using the chances arising from the interlinking of government
data puts the development of our data economy and the realization of
associated positive societal and economical effects at risk.
Summary: Benefits of Linked Data
Creating Knowledge
out of Interlinked Data
Inter-
linking/
Fusing
Classifi-
cation/
Enrichment
Quality
Analysis
Evolution /
Repair
Search/
Browsing/
Exploration
Extraction
Storage/
Querying
Manual
revision/
authoring
LOD Lifecycle
supported by
Debian based
LOD2 Stack
http://stack.lod2.eu
LOD2 Title . 02.09.2010 . Page 22 http://lod2.eu
Creating Knowledge out of Interlinked Data
Address
University of Leipzig
Faculty of Mathematics and Computer Science
Institute of Computer Science
Department of Business Information Systems
Postfach 100920
04009 Leipzig
Germany
Coordinator
Thanks for your attention! http://lod2.eu
Contact
Prof. Sören Auer
Project Leader
Phone: +49 (341) 97-32367
Fax: +49 (341) 97-32329
Email: auer@cs.uni-bonn.de
http://www.iai.uni-bonn.de/~auer

Más contenido relacionado

La actualidad más candente

INTEGRATION OF BIM AND GIS
INTEGRATION OF BIM AND GISINTEGRATION OF BIM AND GIS
INTEGRATION OF BIM AND GISnandugagarin
 
6. Shapefiles in gis
6. Shapefiles in gis6. Shapefiles in gis
6. Shapefiles in gisKU Leuven
 
Visualization concept maps
Visualization concept mapsVisualization concept maps
Visualization concept mapsMelda Yildiz
 
BIM Workflows: How to Build from CAD & GIS for Infrastructure
BIM Workflows: How to Build from CAD & GIS for InfrastructureBIM Workflows: How to Build from CAD & GIS for Infrastructure
BIM Workflows: How to Build from CAD & GIS for InfrastructureSafe Software
 
How to Create GIS and BIM Interoperability
How to Create GIS and BIM InteroperabilityHow to Create GIS and BIM Interoperability
How to Create GIS and BIM InteroperabilitySafe Software
 
An Introduction to Data Visualization
An Introduction to Data VisualizationAn Introduction to Data Visualization
An Introduction to Data VisualizationNupur Samaddar
 
Basic concept of Graphic Design
Basic concept of Graphic DesignBasic concept of Graphic Design
Basic concept of Graphic DesignAshikul Islam
 
An Introduction To Graphic Design
An Introduction To Graphic DesignAn Introduction To Graphic Design
An Introduction To Graphic DesignNegeri Pelangi
 
Principles of Design (Williams)
Principles of Design (Williams)Principles of Design (Williams)
Principles of Design (Williams)Sr Edith Bogue
 
3D Digital Cities: The Convergence of CAD, GIS and BIM
3D Digital Cities: The Convergence of CAD, GIS and BIM3D Digital Cities: The Convergence of CAD, GIS and BIM
3D Digital Cities: The Convergence of CAD, GIS and BIMACSG Section Montréal
 
GIS and QGIS training notes
GIS and QGIS training notesGIS and QGIS training notes
GIS and QGIS training notesArnold Kilaini
 
GeoMesa: Scalable Geospatial Analytics
GeoMesa:  Scalable Geospatial AnalyticsGeoMesa:  Scalable Geospatial Analytics
GeoMesa: Scalable Geospatial AnalyticsVisionGEOMATIQUE2014
 
4 Applications of Digital Twin in Healthcare
4 Applications of Digital Twin in Healthcare4 Applications of Digital Twin in Healthcare
4 Applications of Digital Twin in HealthcareTyrone Systems
 

La actualidad más candente (20)

INTEGRATION OF BIM AND GIS
INTEGRATION OF BIM AND GISINTEGRATION OF BIM AND GIS
INTEGRATION OF BIM AND GIS
 
6. Shapefiles in gis
6. Shapefiles in gis6. Shapefiles in gis
6. Shapefiles in gis
 
Visualization concept maps
Visualization concept mapsVisualization concept maps
Visualization concept maps
 
Bim-Gis Integration
Bim-Gis IntegrationBim-Gis Integration
Bim-Gis Integration
 
BIM Workflows: How to Build from CAD & GIS for Infrastructure
BIM Workflows: How to Build from CAD & GIS for InfrastructureBIM Workflows: How to Build from CAD & GIS for Infrastructure
BIM Workflows: How to Build from CAD & GIS for Infrastructure
 
How to Create GIS and BIM Interoperability
How to Create GIS and BIM InteroperabilityHow to Create GIS and BIM Interoperability
How to Create GIS and BIM Interoperability
 
An Introduction to Data Visualization
An Introduction to Data VisualizationAn Introduction to Data Visualization
An Introduction to Data Visualization
 
Basic concept of Graphic Design
Basic concept of Graphic DesignBasic concept of Graphic Design
Basic concept of Graphic Design
 
An Introduction To Graphic Design
An Introduction To Graphic DesignAn Introduction To Graphic Design
An Introduction To Graphic Design
 
Principles of Design (Williams)
Principles of Design (Williams)Principles of Design (Williams)
Principles of Design (Williams)
 
Crap design
Crap designCrap design
Crap design
 
Web Mapping
Web MappingWeb Mapping
Web Mapping
 
Smart City with GIS
Smart City with GISSmart City with GIS
Smart City with GIS
 
3D Digital Cities: The Convergence of CAD, GIS and BIM
3D Digital Cities: The Convergence of CAD, GIS and BIM3D Digital Cities: The Convergence of CAD, GIS and BIM
3D Digital Cities: The Convergence of CAD, GIS and BIM
 
Hong Kong BIM Standards, Building Information Model - Project Execution Plan ...
Hong Kong BIM Standards, Building Information Model - Project Execution Plan ...Hong Kong BIM Standards, Building Information Model - Project Execution Plan ...
Hong Kong BIM Standards, Building Information Model - Project Execution Plan ...
 
Data Visualisation
Data VisualisationData Visualisation
Data Visualisation
 
QlikView
QlikViewQlikView
QlikView
 
GIS and QGIS training notes
GIS and QGIS training notesGIS and QGIS training notes
GIS and QGIS training notes
 
GeoMesa: Scalable Geospatial Analytics
GeoMesa:  Scalable Geospatial AnalyticsGeoMesa:  Scalable Geospatial Analytics
GeoMesa: Scalable Geospatial Analytics
 
4 Applications of Digital Twin in Healthcare
4 Applications of Digital Twin in Healthcare4 Applications of Digital Twin in Healthcare
4 Applications of Digital Twin in Healthcare
 

Destacado

Smart cities and open data platforms
Smart cities and open data platformsSmart cities and open data platforms
Smart cities and open data platformsLD4SC
 
Smart Cities and Open Data
Smart Cities and Open DataSmart Cities and Open Data
Smart Cities and Open DataLD4SC
 
Big Data & Smart Cities
Big Data & Smart CitiesBig Data & Smart Cities
Big Data & Smart CitiesMoutaz Haddara
 
Big Data for Smart City
Big Data for Smart CityBig Data for Smart City
Big Data for Smart CityKoltiva
 
Eindpresentatie: Smart Cities Challenge (conclusies)
Eindpresentatie: Smart Cities Challenge (conclusies)Eindpresentatie: Smart Cities Challenge (conclusies)
Eindpresentatie: Smart Cities Challenge (conclusies)Smart Cities Platform
 
Smart-Government - web version
Smart-Government - web versionSmart-Government - web version
Smart-Government - web versionDr Usman Zafar
 
Utilizing Data warehousing and Data Mining Algorithms on information gathered...
Utilizing Data warehousing and Data Mining Algorithms on information gathered...Utilizing Data warehousing and Data Mining Algorithms on information gathered...
Utilizing Data warehousing and Data Mining Algorithms on information gathered...Mohsen Tavakoli
 
Open Data - Intro & Current State for Planners
Open Data - Intro & Current State for PlannersOpen Data - Intro & Current State for Planners
Open Data - Intro & Current State for PlannersJury Konga
 
Large scale data analytics for smart cities and related use cases
Large scale data analytics for smart cities and related use casesLarge scale data analytics for smart cities and related use cases
Large scale data analytics for smart cities and related use casesPayamBarnaghi
 
Big data and smart cities: Key data issues
Big data and smart cities: Key data issuesBig data and smart cities: Key data issues
Big data and smart cities: Key data issuesrobkitchin
 
Master Degree Lecture "Smart Underground Space"
Master Degree Lecture "Smart Underground Space"Master Degree Lecture "Smart Underground Space"
Master Degree Lecture "Smart Underground Space"Isam Shahrour
 
The impact of Big Data on next generation of smart cities
The impact of Big Data on next generation of smart citiesThe impact of Big Data on next generation of smart cities
The impact of Big Data on next generation of smart citiesPayamBarnaghi
 
AI for Smart City Innovations with Open Data (tutorial)
AI for Smart City Innovations with Open Data (tutorial)AI for Smart City Innovations with Open Data (tutorial)
AI for Smart City Innovations with Open Data (tutorial)Biplav Srivastava
 
Data Analytics for Smart Cities: Looking Back, Looking Forward
Data Analytics for Smart Cities: Looking Back, Looking Forward Data Analytics for Smart Cities: Looking Back, Looking Forward
Data Analytics for Smart Cities: Looking Back, Looking Forward PayamBarnaghi
 
Properati Company Presentation
Properati Company Presentation Properati Company Presentation
Properati Company Presentation Gabriel Gruber
 
The Role of Big Data in Smart Cities
The Role of Big Data in Smart CitiesThe Role of Big Data in Smart Cities
The Role of Big Data in Smart CitiesSuyati Technologies
 
Smart health prediction using data mining by customsoft
Smart health prediction using data mining by customsoftSmart health prediction using data mining by customsoft
Smart health prediction using data mining by customsoftCustom Soft
 
Abordagem sociotecnica
Abordagem sociotecnicaAbordagem sociotecnica
Abordagem sociotecnicatiagonb4
 

Destacado (20)

Smart cities and open data platforms
Smart cities and open data platformsSmart cities and open data platforms
Smart cities and open data platforms
 
Smart Cities and Open Data
Smart Cities and Open DataSmart Cities and Open Data
Smart Cities and Open Data
 
Big Data & Smart Cities
Big Data & Smart CitiesBig Data & Smart Cities
Big Data & Smart Cities
 
Big Data for Smart City
Big Data for Smart CityBig Data for Smart City
Big Data for Smart City
 
Eindpresentatie: Smart Cities Challenge (conclusies)
Eindpresentatie: Smart Cities Challenge (conclusies)Eindpresentatie: Smart Cities Challenge (conclusies)
Eindpresentatie: Smart Cities Challenge (conclusies)
 
Smart-Government - web version
Smart-Government - web versionSmart-Government - web version
Smart-Government - web version
 
Utilizing Data warehousing and Data Mining Algorithms on information gathered...
Utilizing Data warehousing and Data Mining Algorithms on information gathered...Utilizing Data warehousing and Data Mining Algorithms on information gathered...
Utilizing Data warehousing and Data Mining Algorithms on information gathered...
 
Open Data - Intro & Current State for Planners
Open Data - Intro & Current State for PlannersOpen Data - Intro & Current State for Planners
Open Data - Intro & Current State for Planners
 
Big Data and IOT
Big Data and IOTBig Data and IOT
Big Data and IOT
 
Large scale data analytics for smart cities and related use cases
Large scale data analytics for smart cities and related use casesLarge scale data analytics for smart cities and related use cases
Large scale data analytics for smart cities and related use cases
 
Mining in the Middle of the City: The needs of Big Data for Smart Cities
Mining in the Middle of the City: The needs of Big Data for Smart CitiesMining in the Middle of the City: The needs of Big Data for Smart Cities
Mining in the Middle of the City: The needs of Big Data for Smart Cities
 
Big data and smart cities: Key data issues
Big data and smart cities: Key data issuesBig data and smart cities: Key data issues
Big data and smart cities: Key data issues
 
Master Degree Lecture "Smart Underground Space"
Master Degree Lecture "Smart Underground Space"Master Degree Lecture "Smart Underground Space"
Master Degree Lecture "Smart Underground Space"
 
The impact of Big Data on next generation of smart cities
The impact of Big Data on next generation of smart citiesThe impact of Big Data on next generation of smart cities
The impact of Big Data on next generation of smart cities
 
AI for Smart City Innovations with Open Data (tutorial)
AI for Smart City Innovations with Open Data (tutorial)AI for Smart City Innovations with Open Data (tutorial)
AI for Smart City Innovations with Open Data (tutorial)
 
Data Analytics for Smart Cities: Looking Back, Looking Forward
Data Analytics for Smart Cities: Looking Back, Looking Forward Data Analytics for Smart Cities: Looking Back, Looking Forward
Data Analytics for Smart Cities: Looking Back, Looking Forward
 
Properati Company Presentation
Properati Company Presentation Properati Company Presentation
Properati Company Presentation
 
The Role of Big Data in Smart Cities
The Role of Big Data in Smart CitiesThe Role of Big Data in Smart Cities
The Role of Big Data in Smart Cities
 
Smart health prediction using data mining by customsoft
Smart health prediction using data mining by customsoftSmart health prediction using data mining by customsoft
Smart health prediction using data mining by customsoft
 
Abordagem sociotecnica
Abordagem sociotecnicaAbordagem sociotecnica
Abordagem sociotecnica
 

Similar a Open data for smart cities

Local Open Data: a perspective from local government in England 2014
Local Open Data: a perspective from local government in England 2014Local Open Data: a perspective from local government in England 2014
Local Open Data: a perspective from local government in England 2014Gesche Schmid
 
Local Open Data: A perspective from local government in England by Gesche Schmid
Local Open Data: A perspective from local government in England by Gesche SchmidLocal Open Data: A perspective from local government in England by Gesche Schmid
Local Open Data: A perspective from local government in England by Gesche SchmidOpening-up.eu
 
Lorena Pocatilu - strategies for smart city knowledge platform and open data
Lorena Pocatilu -  strategies for smart city knowledge platform and open dataLorena Pocatilu -  strategies for smart city knowledge platform and open data
Lorena Pocatilu - strategies for smart city knowledge platform and open datatu1204
 
Open Kent - Local Councils
Open Kent - Local Councils Open Kent - Local Councils
Open Kent - Local Councils Noel Hatch
 
Ibm and open data final
Ibm and open data finalIbm and open data final
Ibm and open data finalloredanasales
 
A Quintessential smart city infrastructure framework for all stakeholders
A Quintessential smart city infrastructure framework for all stakeholdersA Quintessential smart city infrastructure framework for all stakeholders
A Quintessential smart city infrastructure framework for all stakeholdersJonathan L. Tan, M.B.A.
 
Smart city position paper - GS1 standards perspective
Smart city position paper - GS1 standards perspectiveSmart city position paper - GS1 standards perspective
Smart city position paper - GS1 standards perspectiveDaeyoung Kim
 
Web samia mehlem open data and wb main presentation
Web samia mehlem open data and wb main presentationWeb samia mehlem open data and wb main presentation
Web samia mehlem open data and wb main presentationGlobalForum
 
#opendata Back to the future
#opendata Back to the future#opendata Back to the future
#opendata Back to the futureSlim Turki, Dr.
 
Co-Production by Design – embracing digital society makes for smarter services
Co-Production by Design – embracing digital society makes for smarter servicesCo-Production by Design – embracing digital society makes for smarter services
Co-Production by Design – embracing digital society makes for smarter serviceseGovernment Resource Centre
 
Gov4All : An open data and open services repository for supporting citizen-dr...
Gov4All :An open data and open services repository for supporting citizen-dr...Gov4All :An open data and open services repository for supporting citizen-dr...
Gov4All : An open data and open services repository for supporting citizen-dr...Yannis Charalabidis
 
Open Data & ODI Overview 2014-11 (long version)
Open Data & ODI Overview 2014-11 (long version)Open Data & ODI Overview 2014-11 (long version)
Open Data & ODI Overview 2014-11 (long version)theODI
 
Adventures with Open Data in a Government World
Adventures with Open Data in a Government WorldAdventures with Open Data in a Government World
Adventures with Open Data in a Government WorldOpen Data @ CTIC
 
Open Data-Driven Innovation and Smart Cities_Open Data Business Model and Pat...
Open Data-Driven Innovation and Smart Cities_Open Data Business Model and Pat...Open Data-Driven Innovation and Smart Cities_Open Data Business Model and Pat...
Open Data-Driven Innovation and Smart Cities_Open Data Business Model and Pat...Fatemeh Ahmadi
 
ISO Smart City Infrastucture Frameworkv2
ISO Smart City Infrastucture Frameworkv2ISO Smart City Infrastucture Frameworkv2
ISO Smart City Infrastucture Frameworkv2Jonathan L. Tan, M.B.A.
 

Similar a Open data for smart cities (20)

Local Open Data: a perspective from local government in England 2014
Local Open Data: a perspective from local government in England 2014Local Open Data: a perspective from local government in England 2014
Local Open Data: a perspective from local government in England 2014
 
Local Open Data: A perspective from local government in England by Gesche Schmid
Local Open Data: A perspective from local government in England by Gesche SchmidLocal Open Data: A perspective from local government in England by Gesche Schmid
Local Open Data: A perspective from local government in England by Gesche Schmid
 
Lorena Pocatilu - strategies for smart city knowledge platform and open data
Lorena Pocatilu -  strategies for smart city knowledge platform and open dataLorena Pocatilu -  strategies for smart city knowledge platform and open data
Lorena Pocatilu - strategies for smart city knowledge platform and open data
 
Open Kent - Local Councils
Open Kent - Local Councils Open Kent - Local Councils
Open Kent - Local Councils
 
Ibm and open data final
Ibm and open data finalIbm and open data final
Ibm and open data final
 
Tan Smart City Infrastucture Framework
Tan Smart City Infrastucture FrameworkTan Smart City Infrastucture Framework
Tan Smart City Infrastucture Framework
 
A Quintessential smart city infrastructure framework for all stakeholders
A Quintessential smart city infrastructure framework for all stakeholdersA Quintessential smart city infrastructure framework for all stakeholders
A Quintessential smart city infrastructure framework for all stakeholders
 
Tan Smart City Infrastucture Framework
Tan Smart City Infrastucture FrameworkTan Smart City Infrastucture Framework
Tan Smart City Infrastucture Framework
 
Tan smart city infrastucture framework
Tan smart city infrastucture frameworkTan smart city infrastucture framework
Tan smart city infrastucture framework
 
Smart city position paper - GS1 standards perspective
Smart city position paper - GS1 standards perspectiveSmart city position paper - GS1 standards perspective
Smart city position paper - GS1 standards perspective
 
Web samia mehlem open data and wb main presentation
Web samia mehlem open data and wb main presentationWeb samia mehlem open data and wb main presentation
Web samia mehlem open data and wb main presentation
 
#opendata Back to the future
#opendata Back to the future#opendata Back to the future
#opendata Back to the future
 
Co-Production by Design – embracing digital society makes for smarter services
Co-Production by Design – embracing digital society makes for smarter servicesCo-Production by Design – embracing digital society makes for smarter services
Co-Production by Design – embracing digital society makes for smarter services
 
Gov4All : An open data and open services repository for supporting citizen-dr...
Gov4All :An open data and open services repository for supporting citizen-dr...Gov4All :An open data and open services repository for supporting citizen-dr...
Gov4All : An open data and open services repository for supporting citizen-dr...
 
Open Data & ODI Overview 2014-11 (long version)
Open Data & ODI Overview 2014-11 (long version)Open Data & ODI Overview 2014-11 (long version)
Open Data & ODI Overview 2014-11 (long version)
 
Adventures with Open Data in a Government World
Adventures with Open Data in a Government WorldAdventures with Open Data in a Government World
Adventures with Open Data in a Government World
 
Open Data-Driven Innovation and Smart Cities_Open Data Business Model and Pat...
Open Data-Driven Innovation and Smart Cities_Open Data Business Model and Pat...Open Data-Driven Innovation and Smart Cities_Open Data Business Model and Pat...
Open Data-Driven Innovation and Smart Cities_Open Data Business Model and Pat...
 
Lecture week 5 -
Lecture week 5 -Lecture week 5 -
Lecture week 5 -
 
ISO Smart City Infrastucture Frameworkv2
ISO Smart City Infrastucture Frameworkv2ISO Smart City Infrastucture Frameworkv2
ISO Smart City Infrastucture Frameworkv2
 
Ghent open data days
Ghent open data daysGhent open data days
Ghent open data days
 

Más de Sören Auer

Knowledge Graph Research and Innovation Challenges
Knowledge Graph Research and Innovation ChallengesKnowledge Graph Research and Innovation Challenges
Knowledge Graph Research and Innovation ChallengesSören Auer
 
Knowledge Graph Introduction
Knowledge Graph IntroductionKnowledge Graph Introduction
Knowledge Graph IntroductionSören Auer
 
Describing Scholarly Contributions semantically with the Open Research Knowle...
Describing Scholarly Contributions semantically with the Open Research Knowle...Describing Scholarly Contributions semantically with the Open Research Knowle...
Describing Scholarly Contributions semantically with the Open Research Knowle...Sören Auer
 
Towards Knowledge Graph based Representation, Augmentation and Exploration of...
Towards Knowledge Graph based Representation, Augmentation and Exploration of...Towards Knowledge Graph based Representation, Augmentation and Exploration of...
Towards Knowledge Graph based Representation, Augmentation and Exploration of...Sören Auer
 
Towards an Open Research Knowledge Graph
Towards an Open Research Knowledge GraphTowards an Open Research Knowledge Graph
Towards an Open Research Knowledge GraphSören Auer
 
DBpedia - 10 year ISWC SWSA best paper award presentation
DBpedia  - 10 year ISWC SWSA best paper award presentationDBpedia  - 10 year ISWC SWSA best paper award presentation
DBpedia - 10 year ISWC SWSA best paper award presentationSören Auer
 
Enterprise knowledge graphs
Enterprise knowledge graphsEnterprise knowledge graphs
Enterprise knowledge graphsSören Auer
 
Towards digitizing scholarly communication
Towards digitizing scholarly communicationTowards digitizing scholarly communication
Towards digitizing scholarly communicationSören Auer
 
Project overview big data europe
Project overview big data europeProject overview big data europe
Project overview big data europeSören Auer
 
LDOW2015 Position Talk and Discussion
LDOW2015 Position Talk and DiscussionLDOW2015 Position Talk and Discussion
LDOW2015 Position Talk and DiscussionSören Auer
 
Linked data for Enterprise Data Integration
Linked data for Enterprise Data IntegrationLinked data for Enterprise Data Integration
Linked data for Enterprise Data IntegrationSören Auer
 
What can linked data do for digital libraries
What can linked data do for digital librariesWhat can linked data do for digital libraries
What can linked data do for digital librariesSören Auer
 
The web of interlinked data and knowledge stripped
The web of interlinked data and knowledge strippedThe web of interlinked data and knowledge stripped
The web of interlinked data and knowledge strippedSören Auer
 
Проект Евросоюза LOD2 и Британский Институт Открытых данных
Проект Евросоюза LOD2 и Британский Институт Открытых данныхПроект Евросоюза LOD2 и Британский Институт Открытых данных
Проект Евросоюза LOD2 и Британский Институт Открытых данныхSören Auer
 
Introduction to the Data Web, DBpedia and the Life-cycle of Linked Data
Introduction to the Data Web, DBpedia and the Life-cycle of Linked DataIntroduction to the Data Web, DBpedia and the Life-cycle of Linked Data
Introduction to the Data Web, DBpedia and the Life-cycle of Linked DataSören Auer
 
Das Semantische Daten Web für Unternehmen
Das Semantische Daten Web für UnternehmenDas Semantische Daten Web für Unternehmen
Das Semantische Daten Web für UnternehmenSören Auer
 
Creating knowledge out of interlinked data
Creating knowledge out of interlinked dataCreating knowledge out of interlinked data
Creating knowledge out of interlinked dataSören Auer
 
From Open Linked Data towards an Ecosystem of Interlinked Knowledge
From Open Linked Data towards an Ecosystem of Interlinked KnowledgeFrom Open Linked Data towards an Ecosystem of Interlinked Knowledge
From Open Linked Data towards an Ecosystem of Interlinked KnowledgeSören Auer
 
Linked data and semantic wikis
Linked data and semantic wikisLinked data and semantic wikis
Linked data and semantic wikisSören Auer
 

Más de Sören Auer (20)

Knowledge Graph Research and Innovation Challenges
Knowledge Graph Research and Innovation ChallengesKnowledge Graph Research and Innovation Challenges
Knowledge Graph Research and Innovation Challenges
 
Knowledge Graph Introduction
Knowledge Graph IntroductionKnowledge Graph Introduction
Knowledge Graph Introduction
 
Describing Scholarly Contributions semantically with the Open Research Knowle...
Describing Scholarly Contributions semantically with the Open Research Knowle...Describing Scholarly Contributions semantically with the Open Research Knowle...
Describing Scholarly Contributions semantically with the Open Research Knowle...
 
Towards Knowledge Graph based Representation, Augmentation and Exploration of...
Towards Knowledge Graph based Representation, Augmentation and Exploration of...Towards Knowledge Graph based Representation, Augmentation and Exploration of...
Towards Knowledge Graph based Representation, Augmentation and Exploration of...
 
Cognitive data
Cognitive dataCognitive data
Cognitive data
 
Towards an Open Research Knowledge Graph
Towards an Open Research Knowledge GraphTowards an Open Research Knowledge Graph
Towards an Open Research Knowledge Graph
 
DBpedia - 10 year ISWC SWSA best paper award presentation
DBpedia  - 10 year ISWC SWSA best paper award presentationDBpedia  - 10 year ISWC SWSA best paper award presentation
DBpedia - 10 year ISWC SWSA best paper award presentation
 
Enterprise knowledge graphs
Enterprise knowledge graphsEnterprise knowledge graphs
Enterprise knowledge graphs
 
Towards digitizing scholarly communication
Towards digitizing scholarly communicationTowards digitizing scholarly communication
Towards digitizing scholarly communication
 
Project overview big data europe
Project overview big data europeProject overview big data europe
Project overview big data europe
 
LDOW2015 Position Talk and Discussion
LDOW2015 Position Talk and DiscussionLDOW2015 Position Talk and Discussion
LDOW2015 Position Talk and Discussion
 
Linked data for Enterprise Data Integration
Linked data for Enterprise Data IntegrationLinked data for Enterprise Data Integration
Linked data for Enterprise Data Integration
 
What can linked data do for digital libraries
What can linked data do for digital librariesWhat can linked data do for digital libraries
What can linked data do for digital libraries
 
The web of interlinked data and knowledge stripped
The web of interlinked data and knowledge strippedThe web of interlinked data and knowledge stripped
The web of interlinked data and knowledge stripped
 
Проект Евросоюза LOD2 и Британский Институт Открытых данных
Проект Евросоюза LOD2 и Британский Институт Открытых данныхПроект Евросоюза LOD2 и Британский Институт Открытых данных
Проект Евросоюза LOD2 и Британский Институт Открытых данных
 
Introduction to the Data Web, DBpedia and the Life-cycle of Linked Data
Introduction to the Data Web, DBpedia and the Life-cycle of Linked DataIntroduction to the Data Web, DBpedia and the Life-cycle of Linked Data
Introduction to the Data Web, DBpedia and the Life-cycle of Linked Data
 
Das Semantische Daten Web für Unternehmen
Das Semantische Daten Web für UnternehmenDas Semantische Daten Web für Unternehmen
Das Semantische Daten Web für Unternehmen
 
Creating knowledge out of interlinked data
Creating knowledge out of interlinked dataCreating knowledge out of interlinked data
Creating knowledge out of interlinked data
 
From Open Linked Data towards an Ecosystem of Interlinked Knowledge
From Open Linked Data towards an Ecosystem of Interlinked KnowledgeFrom Open Linked Data towards an Ecosystem of Interlinked Knowledge
From Open Linked Data towards an Ecosystem of Interlinked Knowledge
 
Linked data and semantic wikis
Linked data and semantic wikisLinked data and semantic wikis
Linked data and semantic wikis
 

Último

Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxBkGupta21
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsNathaniel Shimoni
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
What is Artificial Intelligence?????????
What is Artificial Intelligence?????????What is Artificial Intelligence?????????
What is Artificial Intelligence?????????blackmambaettijean
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 

Último (20)

Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptx
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directions
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
What is Artificial Intelligence?????????
What is Artificial Intelligence?????????What is Artificial Intelligence?????????
What is Artificial Intelligence?????????
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 

Open data for smart cities

  • 1. Open Data Potential for Smart Cities Prof. Sören Auer
  • 2. Creating Knowledge out of Interlinked Data The Web evolves into a Web of Data Linked Open Data Facebook Open Graph
  • 3. Creating Knowledge out of Interlinked Data Trans- port/ Mobility Energy Edu- cation Commu nication Cuture Econo- my Gover- nance Aspects of Smart Cities What connects all these Smart City aspects?
  • 4. Creating Knowledge out of Interlinked Data • Open Data Strategy (Ref: IP/11/1524) expected to deliver €40 billion boost to the EU's economy each year • Data becomes a tradable commodity, “the value of data increases the more you share it” Potential of Open Data ©Nigel Holmes 2012 / from The Human Face of Big Data
  • 5. Creating Knowledge out of Interlinked Data Extreme variety of • Data sources • Data structures/data models (XML,CSV,RDB,…) • Stakeholders: Data owners/publishers & consumers (authorities, administrations, citizens, companies, …) • Licenses (proprietary, CC, Open Data, …) Not only Big Data, also large amounts of „Small Data“ What are the challenges
  • 6. Creating Knowledge out of Interlinked Data 1. Uses RDF Data Model Addressing the challenges with Linked Data SRII-Asia2013 Bangkok 17.9.2013 SRII_Thailand organizes starts takesPlaceIn 2. Is serialised in triples: SRII_Thailand organizes SRII-Asia2013 SRII-Asia2013 starts “20130917”^^xsd:date SRII-Asia2013 takesPlaceAt Bangkok 3. Uses Content-negotiation
  • 7. Creating Knowledge out of Interlinked Data • Uses established Web Technologies (HTTP, URI etc.) • No centralized authority required • RDF is a lingua franca for integrating data on the Web • Entities, attributes and properties can be uniquely identified • Provenance built-in • Easy to migrate from shallow semantic representations (thesauri, vocabularies) to complex ones (ontologies) • Mature stack of standards and technologies available Advantages of Linked Data
  • 8. Creating Knowledge out of Interlinked Data What is Linked Open Gov Data? Linked Data Linked Open Governement Data
  • 9. Creating Knowledge out of Interlinked Data Open Government Data Ecosystem for Smart Cities Politics • On different levels: (supra-) national, regional, municipal Civil society • Grass-roots initiatives • NGOs • Pluralism Business • Startups • SMEs • Large companies Research • Science • Collaborative projects
  • 10. Creating Knowledge out of Interlinked Data Open Data for Smart Cities: Who is it for?  Data literate citizenry  Data journalists  Policy experts  Decision makers  Mobile and web developers  Academics / researchers  Public bodies  Companies  Civic society / NGOs  And so on...
  • 11. Creating Knowledge out of Interlinked Data • Transparency • Accountability • Efficiency • Public Service Delivery • Engagement • Data Improvement • Societal value • Economic value Open Data Benefits
  • 12. Creating Knowledge out of Interlinked Data • Let citizens experiment with apps visualizing governmental spending – leverage the creative potential • Reach better societal agreement • Identify overspending, potential for savings, misuse Open Budget Data
  • 13. Creating Knowledge out of Interlinked Data • It is hard for public transportation agencies to develop the best user interfaces • Why not letting citizens and companies solve this? Open Transportation Data – Increase Efficiency of Public Transport
  • 14. Creating Knowledge out of Interlinked Data • Publish Open Data in RDF reusing vocabularies which can be understood and combined by apps in unforeseen ways What has to be done? Where we are now Where we should be make your stuff available on the Web (whatever format) under an open license link your data use URIs to denote things use non-proprietary formats (e.g., CSV instead of Excel) make it available as structured data (e.g., Excel instead of image scan of a table)
  • 15.
  • 16.
  • 17.
  • 18. Creating Knowledge out of Interlinked Data
  • 19. http://lod2.eu Creating Knowledge out of Interlinked Data By opening data companies, organizations and interested citizens are able to build applications and mashups on to of the data. Open Data …applications follow
  • 20. http://lod2.eu Creating Knowledge out of Interlinked Data Service-orientation to increase “customer” satisfaction (businesses, citizens) • Linked Data and apps, visualizations, mashups build on top help businesses and citizens to build value-added services Intra-government collaboration for efficient/effective government • Linked Data helps establishing a pay-as-you-go data integration ecosystem Increased transparency • Standardized vocabularies allow to quickly compare data from different sources and do fact checking Not using the chances arising from the interlinking of government data puts the development of our data economy and the realization of associated positive societal and economical effects at risk. Summary: Benefits of Linked Data
  • 21. Creating Knowledge out of Interlinked Data Inter- linking/ Fusing Classifi- cation/ Enrichment Quality Analysis Evolution / Repair Search/ Browsing/ Exploration Extraction Storage/ Querying Manual revision/ authoring LOD Lifecycle supported by Debian based LOD2 Stack http://stack.lod2.eu
  • 22. LOD2 Title . 02.09.2010 . Page 22 http://lod2.eu Creating Knowledge out of Interlinked Data Address University of Leipzig Faculty of Mathematics and Computer Science Institute of Computer Science Department of Business Information Systems Postfach 100920 04009 Leipzig Germany Coordinator Thanks for your attention! http://lod2.eu Contact Prof. Sören Auer Project Leader Phone: +49 (341) 97-32367 Fax: +49 (341) 97-32329 Email: auer@cs.uni-bonn.de http://www.iai.uni-bonn.de/~auer