SlideShare uma empresa Scribd logo
1 de 21
Baixar para ler offline
Giuseppe Sindoni – Chief Data Officer
DIREZIONE SISTEMI INFORMATIVI E AGENDA DIGITALE
1May 2018
A data driven approach
to urban digitalization
Agenda
1 The Vision and strategic imperatives
3 Current innovation projects, Open Data and Big data
2 Project areas supporting the Vision
2
ICT today: organization and competences
DIRECTOR
PROJECT
GOVERNANCE AND
PMO
SECRETARIAT
INFORMATION
SECURITY AND
TECHNOLOGICAL
INNOVATION
APPLICATION
SYSTEMS AND
INFRASTRUCTURE
DATA
MANAGEMENT
AND
INTEGRATION
DIGITAL LEAD
SPECIAL IT PROJECTS
▪ Application management and
maintenance
▪ Application interoperability
▪ ICT infrastructure maintenance
▪ Telecommunication services
▪ EA1 design and control
▪ UX2 of services to the City users
▪ Data architecture
▪ Statistics and Data analytics
▪ IOT e Big Data
▪ Information security policies
▪ Authentication systems
▪ Business continuity and Disaster
Recovery
▪ Contract management
6
Managers
208
Staff
ORGANIZATION
MAIN COMPETENCES
1. Enterprise Architecture
2. User experience
ADMINISTRATION,
TENDERS AND
CONTRACTS
3
Our Digital Plan is based on a Vision inspired by
the strategic goals of the City Council and AGID
4
Adoption of an EA model to shift from an «island-like»
architecture to an integrated and interoperable one
THE NEW IT SYSTEM IN THE ENTERPRISE ARCHITECTURE…
Business
Functions
Applications
Tecnology
… THROUGH COBIT DEVELOPMENT PRACTICES
High level EA
▪ Definition of an architecture development vision,
identification of benefits and competences
▪ Reference architecture for each level with connections
needed for data sharing and interoperabilty
▪ Opportunities and projects choose according to
structural requirements
▪ Well defined development and implementation plan,
according to stakeholders’ expectations
▪ Clear and efficient project governance
Implementation of development practices started in 2018
COMPETENCEAREA
ICTDIVISIONMUNICIPALITY
5
Agenda
1 The Vision and strategic imperatives
3 Current innovation projects, Open Data and Big Data
2 Project areas supporting the Vision
6
Main projects:
✓ SISA
✓ SUEV
✓ SIBri
✓ SUE
✓ SUAP
✓ PAGO-PA
✓ PON B-E
Introduce and develop new
types of service or delivery
mode influencing
heterogeneous population
needs
SERVICES TO THE
CITY-USER Main projects:
✓ SIB
✓ OGW
✓ Tributi
✓ PON A
Make internal processes
more efficient, to simplify
procedures and enforce more
transparency
ADMINISTRATIVE
PROCESSES, BUDGET
AND TAXES
SECURITY AND MOBILITY
Improve monitoring and
operational tools used by
the police corps
Main
projects:
✓ GRI/AVL
✓ SCTT
✓ Gestione
Polizia
Locale
Introduce and extend application and infrastructure
standards, leveraging data integration and application
harmonization
CROSS-CATHEGORY
PROJECTS
Main projects:
✓ ERP
✓ Documentale
✓ Interoperabilità
✓ Cyber security
✓ Evoluzione infrastrutture
Contribute to the consolidation of information in standard
architectures more easily accessible by the final user and the
Public Administration
PORTALS AND INFORMATION
Main projects:
✓ Portali
✓ Fascicolo del Cittadino
✓ Open Data
✓ SIT e Location Intelligence
✓ PON C-D
The current and future projects contributing to the
Vision implementation divided into macro-categories
7
INTEROPERABILITY
LOCATION
INTELLIGENCE AND
GIS
PORTALS
BUSINESS INTELLIGENCE
▪ Business analysis and advanced reporting through interoperability
and «cloud» sharing
ARTIFICIAL INTELLIGENCE
▪ Improve the user Experience and the application efficiency through
integration with AI and RPA (Robotic Process Automation) systems
REAL TIME GEO-REFERENCING
▪ Improve the ability of GIS to manage geo-referenced data in real
time: eg. on real estates and subsoil
Some projects are already launching innovation,
according to the strategic Vision
8
Agenda
1 The Vision and strategic imperatives of DSIAD
3 Current innovation projects, Open Data and Big Data
2 Project areas supporting the Vision
9
Interoperability platform
DATA INTEROPERABILITY PLATFORM
Implementing application cooperation across information systems through the improvement of the legacy
platform and the modernization of the data management services
▪ Data Framework:
➢ Enterprise Information Management (EIM)
➢ Master Data Management model
➢ Data Analytics Framework (DAF)
▪ Data Services:
➢ Specific services to provide data through WSO2
➢ Information asset census
➢ Adoption of a Master Data Management model
➢ Implementation of a Data Analytics Framework (DAF)
▪ Data Application:
➢ Citizen Folder and Open Data
➢ Shared Welfare system
➢ Service model for the «020202» infoline
The first web sevices for for data integration are under development
10
Work in progress
• Open Data and integrated Statistical System
• GDPR
• Data Lake
• MDM
• European projects
• Geo Portal
Interoperability: Master Data Management
• A unique and authoritative view on data, available to
applications
Master Data Management
• Master Data can be easily updated, also at run time.
• Avoids duplication of data covering the same content,
preventing errors
• For example, population or geographic data
Work in progress
The new Open Data portal
Version 2.6
dati.comune.milano.it
Comune di Milano’s data portal
Published on 20
December 2017
291
DATASETS
National Metadata
Profile
13
Features of CKAN
14
Automatic RDF catalog
generation
Integrated
DCAT_AP-IT metadata
compilation
Managing multiple
formats of the same
dataset
Customizable through
extensions
Profiled user management
Connection to external
resources as required
Supports harvesting
Publishes APIs natively
Data management
15
Management, maintenance and improvement of the open
information asset
▪ Analysis of other PAs’ best practices (Lombardy, Palermo, Bologna)
▪ Design of a data exchange protocol
▪ Municipal regulation to lay down rules and commitments
▪ Automatization
Data owner
DSIAD – Open Data development Unit
High level process flow
Data source to
be publisced
Data
Cleaning
Standard
metadata setting
Shared definition
of the structure
and update
frequency
Agreement on
the
information
flow
Integration of
additional
sources
Work in progress
Data owner Data owner
European Interoperability projects
Some European projects in which CdM is involved are based on the collection of data for monitoring
purposes. Data orchestration with an interoperability platform can be important for project coordination.
EUGUGLE
Optimization of elements and systems influencing energy and water consumption in public offices
DYNAMAP
A dynamic mapping system to measure and represent in real time the acoustic impact of road
infrastructures
CLEVER
Co-creation, implementation and manageent of NBS (Nature Based Solutions) to show environmental,
social and economic improvements of urban regeneration
SHARING CITIES
Identification, development and dissemination of replicable, balanced and integrated solutions in the
energy, transport and ICT sectors
SYNCHRONICITY
Large scale experimentation, in specific city areas, of IoT services to support cirizens in solve relevant
problems in the metropolitan area
Work in progress
17
Monet EMS
App App
App
FEDERATION
E015 DIGITAL
ECOSYSTEM
App
INTEROPERABILITY
PLATFORM OF THE
MUNICIPALITY OF
MILAN
App
Interoperability and the Sharing Cities project
Work in progress
The project is aimed at providing an «ID card» of the Milan area, taking data from and supporting the
operational processes. Geographic intelligence tools are provided to both internal and external
operators, policy makers and stakeholders.
Geoportal: geoportale.comune.milano.it
Geo-
intelligence
tools
Data
input
Land and subsoil use
Service plan
Real estate development
…
Processes
Regional geo-portal
Ministries’ DBs
Other PAs’ DBs
Private DBs
ExternalDBs
▪ Real time data access
▪ Administrative tasks optimization
▪ Process speeding
▪ Information sharing
▪ Data driven decisions
▪ Multi-score approach
▪ Full knowledge of the municipal
areas
▪ Stakeholder satisfaction
Strategic benefits Operational benefits
Work in progress
Data
input
Where are the
big data?
20
Specific big data projects
• Using telco data to analyse city
users and their movements
• Using credit card data to analyse
expenditure trends in the city
• Putting everything together for
Added value
and
Benchmarking
21

Mais conteúdo relacionado

Mais procurados

REMOURBAN information package n.2 - ICT Platform
REMOURBAN information package n.2 - ICT PlatformREMOURBAN information package n.2 - ICT Platform
REMOURBAN information package n.2 - ICT PlatformREMOURBAN
 
spatial data infrastructure : issues and concepts
spatial data infrastructure : issues and conceptsspatial data infrastructure : issues and concepts
spatial data infrastructure : issues and conceptsDesconnets Jean-Christophe
 
What we've done so far with mago3D, an open source based 'Digital Twin' platf...
What we've done so far with mago3D, an open source based 'Digital Twin' platf...What we've done so far with mago3D, an open source based 'Digital Twin' platf...
What we've done so far with mago3D, an open source based 'Digital Twin' platf...SANGHEE SHIN
 
"Cerved - A business perspective"
"Cerved - A business perspective" "Cerved - A business perspective"
"Cerved - A business perspective" dapaasproject
 
proDataMarket presentation at "Linked Data Europe: Big Geospatial Data"
proDataMarket presentation at "Linked Data Europe: Big Geospatial Data"proDataMarket presentation at "Linked Data Europe: Big Geospatial Data"
proDataMarket presentation at "Linked Data Europe: Big Geospatial Data"dapaasproject
 
IAOS 2018 - Modernisation of data dissemination: Malaysia's practice, M. Nawa...
IAOS 2018 - Modernisation of data dissemination: Malaysia's practice, M. Nawa...IAOS 2018 - Modernisation of data dissemination: Malaysia's practice, M. Nawa...
IAOS 2018 - Modernisation of data dissemination: Malaysia's practice, M. Nawa...StatsCommunications
 
GovProjects.org
GovProjects.orgGovProjects.org
GovProjects.orgF R
 
FIWARE Global Summit - The Digital Single Market - Benefits and Solutions for...
FIWARE Global Summit - The Digital Single Market - Benefits and Solutions for...FIWARE Global Summit - The Digital Single Market - Benefits and Solutions for...
FIWARE Global Summit - The Digital Single Market - Benefits and Solutions for...FIWARE
 
Data innovations and cloud 2018-10-19 slideshare
Data innovations and cloud 2018-10-19 slideshareData innovations and cloud 2018-10-19 slideshare
Data innovations and cloud 2018-10-19 slideshareRonald Baan
 
proDataMarket presentation at "Spatial Data on The Web"
proDataMarket presentation at "Spatial Data on The Web"proDataMarket presentation at "Spatial Data on The Web"
proDataMarket presentation at "Spatial Data on The Web"dapaasproject
 
Marching towards building healthy dwellings and industry 4.0 based development
Marching towards building healthy dwellings and industry 4.0 based developmentMarching towards building healthy dwellings and industry 4.0 based development
Marching towards building healthy dwellings and industry 4.0 based developmentDr. Prachi Ugle Pimpalkhute
 
Euskaltel And GIS
Euskaltel And GISEuskaltel And GIS
Euskaltel And GISEsri
 
Industry@RuleML2015: Norwegian State of Estate A Reporting Service for the St...
Industry@RuleML2015: Norwegian State of Estate A Reporting Service for the St...Industry@RuleML2015: Norwegian State of Estate A Reporting Service for the St...
Industry@RuleML2015: Norwegian State of Estate A Reporting Service for the St...RuleML
 
Data protection in smart cities application of the EU GDPR
Data protection in smart cities application of the EU GDPRData protection in smart cities application of the EU GDPR
Data protection in smart cities application of the EU GDPRMaria Stefanouli
 
Verso le trusted smart statistics - prospettive di sviluppo e risultati del e...
Verso le trusted smart statistics - prospettive di sviluppo e risultati del e...Verso le trusted smart statistics - prospettive di sviluppo e risultati del e...
Verso le trusted smart statistics - prospettive di sviluppo e risultati del e...Istituto nazionale di statistica
 
EDF2014: Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate Ge...
EDF2014: Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate Ge...EDF2014: Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate Ge...
EDF2014: Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate Ge...European Data Forum
 

Mais procurados (20)

Application Programming interfaces for Governments: why, what and how
Application Programming interfaces for Governments: why, what and howApplication Programming interfaces for Governments: why, what and how
Application Programming interfaces for Governments: why, what and how
 
REMOURBAN information package n.2 - ICT Platform
REMOURBAN information package n.2 - ICT PlatformREMOURBAN information package n.2 - ICT Platform
REMOURBAN information package n.2 - ICT Platform
 
spatial data infrastructure : issues and concepts
spatial data infrastructure : issues and conceptsspatial data infrastructure : issues and concepts
spatial data infrastructure : issues and concepts
 
220401IMI2.pptx
220401IMI2.pptx220401IMI2.pptx
220401IMI2.pptx
 
What we've done so far with mago3D, an open source based 'Digital Twin' platf...
What we've done so far with mago3D, an open source based 'Digital Twin' platf...What we've done so far with mago3D, an open source based 'Digital Twin' platf...
What we've done so far with mago3D, an open source based 'Digital Twin' platf...
 
"Cerved - A business perspective"
"Cerved - A business perspective" "Cerved - A business perspective"
"Cerved - A business perspective"
 
proDataMarket presentation at "Linked Data Europe: Big Geospatial Data"
proDataMarket presentation at "Linked Data Europe: Big Geospatial Data"proDataMarket presentation at "Linked Data Europe: Big Geospatial Data"
proDataMarket presentation at "Linked Data Europe: Big Geospatial Data"
 
IAOS 2018 - Modernisation of data dissemination: Malaysia's practice, M. Nawa...
IAOS 2018 - Modernisation of data dissemination: Malaysia's practice, M. Nawa...IAOS 2018 - Modernisation of data dissemination: Malaysia's practice, M. Nawa...
IAOS 2018 - Modernisation of data dissemination: Malaysia's practice, M. Nawa...
 
Sharing&Reuse UE Conference 2019
Sharing&Reuse UE Conference 2019Sharing&Reuse UE Conference 2019
Sharing&Reuse UE Conference 2019
 
Газрын мэдээллийн системийн төв
Газрын мэдээллийн системийн төвГазрын мэдээллийн системийн төв
Газрын мэдээллийн системийн төв
 
GovProjects.org
GovProjects.orgGovProjects.org
GovProjects.org
 
FIWARE Global Summit - The Digital Single Market - Benefits and Solutions for...
FIWARE Global Summit - The Digital Single Market - Benefits and Solutions for...FIWARE Global Summit - The Digital Single Market - Benefits and Solutions for...
FIWARE Global Summit - The Digital Single Market - Benefits and Solutions for...
 
Data innovations and cloud 2018-10-19 slideshare
Data innovations and cloud 2018-10-19 slideshareData innovations and cloud 2018-10-19 slideshare
Data innovations and cloud 2018-10-19 slideshare
 
proDataMarket presentation at "Spatial Data on The Web"
proDataMarket presentation at "Spatial Data on The Web"proDataMarket presentation at "Spatial Data on The Web"
proDataMarket presentation at "Spatial Data on The Web"
 
Marching towards building healthy dwellings and industry 4.0 based development
Marching towards building healthy dwellings and industry 4.0 based developmentMarching towards building healthy dwellings and industry 4.0 based development
Marching towards building healthy dwellings and industry 4.0 based development
 
Euskaltel And GIS
Euskaltel And GISEuskaltel And GIS
Euskaltel And GIS
 
Industry@RuleML2015: Norwegian State of Estate A Reporting Service for the St...
Industry@RuleML2015: Norwegian State of Estate A Reporting Service for the St...Industry@RuleML2015: Norwegian State of Estate A Reporting Service for the St...
Industry@RuleML2015: Norwegian State of Estate A Reporting Service for the St...
 
Data protection in smart cities application of the EU GDPR
Data protection in smart cities application of the EU GDPRData protection in smart cities application of the EU GDPR
Data protection in smart cities application of the EU GDPR
 
Verso le trusted smart statistics - prospettive di sviluppo e risultati del e...
Verso le trusted smart statistics - prospettive di sviluppo e risultati del e...Verso le trusted smart statistics - prospettive di sviluppo e risultati del e...
Verso le trusted smart statistics - prospettive di sviluppo e risultati del e...
 
EDF2014: Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate Ge...
EDF2014: Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate Ge...EDF2014: Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate Ge...
EDF2014: Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate Ge...
 

Semelhante a A data driven approach to urban digitalization. Giuseppe Sindoni - Comune di Milano

FIWARE Tech Summit - FIWOO, the IoE Smart City Platform
FIWARE Tech Summit - FIWOO, the IoE Smart City PlatformFIWARE Tech Summit - FIWOO, the IoE Smart City Platform
FIWARE Tech Summit - FIWOO, the IoE Smart City PlatformFIWARE
 
Standard geodata models for Energy Performance of Buildings: experiences from...
Standard geodata models for Energy Performance of Buildings: experiences from...Standard geodata models for Energy Performance of Buildings: experiences from...
Standard geodata models for Energy Performance of Buildings: experiences from...Piergiorgio Cipriano
 
IRIS Webinar Urban Data Platforms
IRIS Webinar Urban Data PlatformsIRIS Webinar Urban Data Platforms
IRIS Webinar Urban Data PlatformsIRIS Smart Cities
 
Smart Cities and Gigabit Networks: An Overview by Ruthbea Yesner Clarke
Smart Cities and Gigabit Networks: An Overview by Ruthbea Yesner ClarkeSmart Cities and Gigabit Networks: An Overview by Ruthbea Yesner Clarke
Smart Cities and Gigabit Networks: An Overview by Ruthbea Yesner ClarkeGigabit City Summit
 
SPOTTED Rev.pptx
SPOTTED Rev.pptxSPOTTED Rev.pptx
SPOTTED Rev.pptxFIWARE
 
Confluent Cloud inside the Digital Transformation of Autostrade per l’Italia
Confluent Cloud inside the Digital Transformation of Autostrade per l’ItaliaConfluent Cloud inside the Digital Transformation of Autostrade per l’Italia
Confluent Cloud inside the Digital Transformation of Autostrade per l’Italiaconfluent
 
Region with smart citizen and smart business ecosystem
Region with smart citizen and smart business ecosystemRegion with smart citizen and smart business ecosystem
Region with smart citizen and smart business ecosystemKrakowski Park Technologiczny
 
Chapter 10 Google The Drive to Balance Privacy with Profit C.docx
Chapter 10 Google The Drive to Balance Privacy with Profit C.docxChapter 10 Google The Drive to Balance Privacy with Profit C.docx
Chapter 10 Google The Drive to Balance Privacy with Profit C.docxbartholomeocoombs
 
CITY DATA EXCHANGE – A MARKETPLACE FOR PUBLIC AND PRIVATE DATA - PETER BJØRN ...
CITY DATA EXCHANGE – A MARKETPLACE FOR PUBLIC AND PRIVATE DATA - PETER BJØRN ...CITY DATA EXCHANGE – A MARKETPLACE FOR PUBLIC AND PRIVATE DATA - PETER BJØRN ...
CITY DATA EXCHANGE – A MARKETPLACE FOR PUBLIC AND PRIVATE DATA - PETER BJØRN ...Big Data Week
 
Structural Funds for regional ICT: Reality and future programming period 2014...
Structural Funds for regional ICT: Reality and future programming period 2014...Structural Funds for regional ICT: Reality and future programming period 2014...
Structural Funds for regional ICT: Reality and future programming period 2014...Luigi Reggi
 
Smart cities global experiences and lessons for india at ASCI Hyderabad 25 ...
Smart cities   global experiences and lessons for india at ASCI Hyderabad 25 ...Smart cities   global experiences and lessons for india at ASCI Hyderabad 25 ...
Smart cities global experiences and lessons for india at ASCI Hyderabad 25 ...Prakash Kumar
 
Collaboration centred cities through urban apps based on open and user-genera...
Collaboration centred cities through urban apps based on open and user-genera...Collaboration centred cities through urban apps based on open and user-genera...
Collaboration centred cities through urban apps based on open and user-genera...Diego López-de-Ipiña González-de-Artaza
 
Open Data policy implementations: Creating economic value
Open Data policy implementations: Creating economic valueOpen Data policy implementations: Creating economic value
Open Data policy implementations: Creating economic valueAngeles Navarro Rueda
 
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
 
OBS_Built Environment & City Program Overview (Final)
OBS_Built Environment & City Program Overview (Final)OBS_Built Environment & City Program Overview (Final)
OBS_Built Environment & City Program Overview (Final)Ken Jones 肯·瓊斯
 
Service design, channels and use: Danish online service delivery
Service design, channels and use: Danish online service deliveryService design, channels and use: Danish online service delivery
Service design, channels and use: Danish online service deliveryMorten Meyerhoff Nielsen
 
Bria Francesca. BCN Open Source, Agile Digital Transformation strategy
Bria Francesca. BCN Open Source, Agile Digital Transformation strategyBria Francesca. BCN Open Source, Agile Digital Transformation strategy
Bria Francesca. BCN Open Source, Agile Digital Transformation strategyFrancesca Bria
 

Semelhante a A data driven approach to urban digitalization. Giuseppe Sindoni - Comune di Milano (20)

FIWARE Tech Summit - FIWOO, the IoE Smart City Platform
FIWARE Tech Summit - FIWOO, the IoE Smart City PlatformFIWARE Tech Summit - FIWOO, the IoE Smart City Platform
FIWARE Tech Summit - FIWOO, the IoE Smart City Platform
 
Standard geodata models for Energy Performance of Buildings: experiences from...
Standard geodata models for Energy Performance of Buildings: experiences from...Standard geodata models for Energy Performance of Buildings: experiences from...
Standard geodata models for Energy Performance of Buildings: experiences from...
 
IRIS Webinar Urban Data Platforms
IRIS Webinar Urban Data PlatformsIRIS Webinar Urban Data Platforms
IRIS Webinar Urban Data Platforms
 
Smart Cities
Smart CitiesSmart Cities
Smart Cities
 
Smart Cities and Gigabit Networks: An Overview by Ruthbea Yesner Clarke
Smart Cities and Gigabit Networks: An Overview by Ruthbea Yesner ClarkeSmart Cities and Gigabit Networks: An Overview by Ruthbea Yesner Clarke
Smart Cities and Gigabit Networks: An Overview by Ruthbea Yesner Clarke
 
SPOTTED Rev.pptx
SPOTTED Rev.pptxSPOTTED Rev.pptx
SPOTTED Rev.pptx
 
Confluent Cloud inside the Digital Transformation of Autostrade per l’Italia
Confluent Cloud inside the Digital Transformation of Autostrade per l’ItaliaConfluent Cloud inside the Digital Transformation of Autostrade per l’Italia
Confluent Cloud inside the Digital Transformation of Autostrade per l’Italia
 
Region with smart citizen and smart business ecosystem
Region with smart citizen and smart business ecosystemRegion with smart citizen and smart business ecosystem
Region with smart citizen and smart business ecosystem
 
Chapter 10 Google The Drive to Balance Privacy with Profit C.docx
Chapter 10 Google The Drive to Balance Privacy with Profit C.docxChapter 10 Google The Drive to Balance Privacy with Profit C.docx
Chapter 10 Google The Drive to Balance Privacy with Profit C.docx
 
CITY DATA EXCHANGE – A MARKETPLACE FOR PUBLIC AND PRIVATE DATA - PETER BJØRN ...
CITY DATA EXCHANGE – A MARKETPLACE FOR PUBLIC AND PRIVATE DATA - PETER BJØRN ...CITY DATA EXCHANGE – A MARKETPLACE FOR PUBLIC AND PRIVATE DATA - PETER BJØRN ...
CITY DATA EXCHANGE – A MARKETPLACE FOR PUBLIC AND PRIVATE DATA - PETER BJØRN ...
 
Structural Funds for regional ICT: Reality and future programming period 2014...
Structural Funds for regional ICT: Reality and future programming period 2014...Structural Funds for regional ICT: Reality and future programming period 2014...
Structural Funds for regional ICT: Reality and future programming period 2014...
 
U3DCLOUD ECPPM 2018
U3DCLOUD ECPPM 2018U3DCLOUD ECPPM 2018
U3DCLOUD ECPPM 2018
 
Smart cities global experiences and lessons for india at ASCI Hyderabad 25 ...
Smart cities   global experiences and lessons for india at ASCI Hyderabad 25 ...Smart cities   global experiences and lessons for india at ASCI Hyderabad 25 ...
Smart cities global experiences and lessons for india at ASCI Hyderabad 25 ...
 
Collaboration centred cities through urban apps based on open and user-genera...
Collaboration centred cities through urban apps based on open and user-genera...Collaboration centred cities through urban apps based on open and user-genera...
Collaboration centred cities through urban apps based on open and user-genera...
 
Open Data policy implementations: Creating economic value
Open Data policy implementations: Creating economic valueOpen Data policy implementations: Creating economic value
Open Data policy implementations: Creating economic value
 
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
 
E. Baldacci, Enabling Data-Driven Services
E. Baldacci,  Enabling Data-Driven ServicesE. Baldacci,  Enabling Data-Driven Services
E. Baldacci, Enabling Data-Driven Services
 
OBS_Built Environment & City Program Overview (Final)
OBS_Built Environment & City Program Overview (Final)OBS_Built Environment & City Program Overview (Final)
OBS_Built Environment & City Program Overview (Final)
 
Service design, channels and use: Danish online service delivery
Service design, channels and use: Danish online service deliveryService design, channels and use: Danish online service delivery
Service design, channels and use: Danish online service delivery
 
Bria Francesca. BCN Open Source, Agile Digital Transformation strategy
Bria Francesca. BCN Open Source, Agile Digital Transformation strategyBria Francesca. BCN Open Source, Agile Digital Transformation strategy
Bria Francesca. BCN Open Source, Agile Digital Transformation strategy
 

Mais de Data Driven Innovation

Integrazione della mobilità elettrica nei sistemi urbani (Stefano Carrese, Un...
Integrazione della mobilità elettrica nei sistemi urbani (Stefano Carrese, Un...Integrazione della mobilità elettrica nei sistemi urbani (Stefano Carrese, Un...
Integrazione della mobilità elettrica nei sistemi urbani (Stefano Carrese, Un...Data Driven Innovation
 
La statistica ufficiale e i trasporti marittimi nell'era dei big data (Vincen...
La statistica ufficiale e i trasporti marittimi nell'era dei big data (Vincen...La statistica ufficiale e i trasporti marittimi nell'era dei big data (Vincen...
La statistica ufficiale e i trasporti marittimi nell'era dei big data (Vincen...Data Driven Innovation
 
How can we realize the Mobility as a Service (Maas) (Andrea Paletti, London S...
How can we realize the Mobility as a Service (Maas) (Andrea Paletti, London S...How can we realize the Mobility as a Service (Maas) (Andrea Paletti, London S...
How can we realize the Mobility as a Service (Maas) (Andrea Paletti, London S...Data Driven Innovation
 
Il DTC-Lazio e i dati del patrimonio culturale (Maria Prezioso, Università To...
Il DTC-Lazio e i dati del patrimonio culturale (Maria Prezioso, Università To...Il DTC-Lazio e i dati del patrimonio culturale (Maria Prezioso, Università To...
Il DTC-Lazio e i dati del patrimonio culturale (Maria Prezioso, Università To...Data Driven Innovation
 
CHNet-DHLab: Servizi Cloud a supporto dei beni culturali (Fabio Proietti, INF...
CHNet-DHLab: Servizi Cloud a supporto dei beni culturali (Fabio Proietti, INF...CHNet-DHLab: Servizi Cloud a supporto dei beni culturali (Fabio Proietti, INF...
CHNet-DHLab: Servizi Cloud a supporto dei beni culturali (Fabio Proietti, INF...Data Driven Innovation
 
Progetto EOSC-Pillar (Fulvio Galeazzi, GARR)
Progetto EOSC-Pillar (Fulvio Galeazzi, GARR)Progetto EOSC-Pillar (Fulvio Galeazzi, GARR)
Progetto EOSC-Pillar (Fulvio Galeazzi, GARR)Data Driven Innovation
 
Una infrastruttura per l’accesso al patrimonio culturale: il Progetto del Por...
Una infrastruttura per l’accesso al patrimonio culturale: il Progetto del Por...Una infrastruttura per l’accesso al patrimonio culturale: il Progetto del Por...
Una infrastruttura per l’accesso al patrimonio culturale: il Progetto del Por...Data Driven Innovation
 
Utilizzo dei Big data per l’analisi dei flussi veicolari e della mobilità (Ma...
Utilizzo dei Big data per l’analisi dei flussi veicolari e della mobilità (Ma...Utilizzo dei Big data per l’analisi dei flussi veicolari e della mobilità (Ma...
Utilizzo dei Big data per l’analisi dei flussi veicolari e della mobilità (Ma...Data Driven Innovation
 
I dati personali nell'analisi comportamentale della mobilità di dipendenti e ...
I dati personali nell'analisi comportamentale della mobilità di dipendenti e ...I dati personali nell'analisi comportamentale della mobilità di dipendenti e ...
I dati personali nell'analisi comportamentale della mobilità di dipendenti e ...Data Driven Innovation
 
Estrarre valore dai dati: tecnologie per ottimizzare la mobilità del futuro (...
Estrarre valore dai dati: tecnologie per ottimizzare la mobilità del futuro (...Estrarre valore dai dati: tecnologie per ottimizzare la mobilità del futuro (...
Estrarre valore dai dati: tecnologie per ottimizzare la mobilità del futuro (...Data Driven Innovation
 
Le piattaforme dati per la mobilità nelle città italiane (Marco Mena, EY)
Le piattaforme dati per la mobilità nelle città italiane (Marco Mena, EY)Le piattaforme dati per la mobilità nelle città italiane (Marco Mena, EY)
Le piattaforme dati per la mobilità nelle città italiane (Marco Mena, EY)Data Driven Innovation
 
WiseTown, un ecosistema di applicazioni e strumenti per migliorare la qualità...
WiseTown, un ecosistema di applicazioni e strumenti per migliorare la qualità...WiseTown, un ecosistema di applicazioni e strumenti per migliorare la qualità...
WiseTown, un ecosistema di applicazioni e strumenti per migliorare la qualità...Data Driven Innovation
 
CityOpenSource as a civic tech tool (Ilaria Vitellio, CityOpenSource)
CityOpenSource as a civic tech tool (Ilaria Vitellio, CityOpenSource)CityOpenSource as a civic tech tool (Ilaria Vitellio, CityOpenSource)
CityOpenSource as a civic tech tool (Ilaria Vitellio, CityOpenSource)Data Driven Innovation
 
Big Data Confederation: toward the local urban data market place (Renzo Taffa...
Big Data Confederation: toward the local urban data market place (Renzo Taffa...Big Data Confederation: toward the local urban data market place (Renzo Taffa...
Big Data Confederation: toward the local urban data market place (Renzo Taffa...Data Driven Innovation
 
Making citizens the eyes of policy makers: a sweet spot for hybrid AI? (Danie...
Making citizens the eyes of policy makers: a sweet spot for hybrid AI? (Danie...Making citizens the eyes of policy makers: a sweet spot for hybrid AI? (Danie...
Making citizens the eyes of policy makers: a sweet spot for hybrid AI? (Danie...Data Driven Innovation
 
Dall'Agenda Digitale alla Smart City: il percorso di Roma Capitale verso il D...
Dall'Agenda Digitale alla Smart City: il percorso di Roma Capitale verso il D...Dall'Agenda Digitale alla Smart City: il percorso di Roma Capitale verso il D...
Dall'Agenda Digitale alla Smart City: il percorso di Roma Capitale verso il D...Data Driven Innovation
 
Reusing open data: how to make a difference (Vittorio Scarano, Università di ...
Reusing open data: how to make a difference (Vittorio Scarano, Università di ...Reusing open data: how to make a difference (Vittorio Scarano, Università di ...
Reusing open data: how to make a difference (Vittorio Scarano, Università di ...Data Driven Innovation
 
Gestire i beni culturali con i big data (Sandro Stancampiano, Istat)
Gestire i beni culturali con i big data (Sandro Stancampiano, Istat)Gestire i beni culturali con i big data (Sandro Stancampiano, Istat)
Gestire i beni culturali con i big data (Sandro Stancampiano, Istat)Data Driven Innovation
 
Data Governance: cos’è e perché è importante? (Elena Arista, Erwin)
Data Governance: cos’è e perché è importante? (Elena Arista, Erwin)Data Governance: cos’è e perché è importante? (Elena Arista, Erwin)
Data Governance: cos’è e perché è importante? (Elena Arista, Erwin)Data Driven Innovation
 
Data driven economy: bastano i dati per avviare una start up? (Gabriele Anton...
Data driven economy: bastano i dati per avviare una start up? (Gabriele Anton...Data driven economy: bastano i dati per avviare una start up? (Gabriele Anton...
Data driven economy: bastano i dati per avviare una start up? (Gabriele Anton...Data Driven Innovation
 

Mais de Data Driven Innovation (20)

Integrazione della mobilità elettrica nei sistemi urbani (Stefano Carrese, Un...
Integrazione della mobilità elettrica nei sistemi urbani (Stefano Carrese, Un...Integrazione della mobilità elettrica nei sistemi urbani (Stefano Carrese, Un...
Integrazione della mobilità elettrica nei sistemi urbani (Stefano Carrese, Un...
 
La statistica ufficiale e i trasporti marittimi nell'era dei big data (Vincen...
La statistica ufficiale e i trasporti marittimi nell'era dei big data (Vincen...La statistica ufficiale e i trasporti marittimi nell'era dei big data (Vincen...
La statistica ufficiale e i trasporti marittimi nell'era dei big data (Vincen...
 
How can we realize the Mobility as a Service (Maas) (Andrea Paletti, London S...
How can we realize the Mobility as a Service (Maas) (Andrea Paletti, London S...How can we realize the Mobility as a Service (Maas) (Andrea Paletti, London S...
How can we realize the Mobility as a Service (Maas) (Andrea Paletti, London S...
 
Il DTC-Lazio e i dati del patrimonio culturale (Maria Prezioso, Università To...
Il DTC-Lazio e i dati del patrimonio culturale (Maria Prezioso, Università To...Il DTC-Lazio e i dati del patrimonio culturale (Maria Prezioso, Università To...
Il DTC-Lazio e i dati del patrimonio culturale (Maria Prezioso, Università To...
 
CHNet-DHLab: Servizi Cloud a supporto dei beni culturali (Fabio Proietti, INF...
CHNet-DHLab: Servizi Cloud a supporto dei beni culturali (Fabio Proietti, INF...CHNet-DHLab: Servizi Cloud a supporto dei beni culturali (Fabio Proietti, INF...
CHNet-DHLab: Servizi Cloud a supporto dei beni culturali (Fabio Proietti, INF...
 
Progetto EOSC-Pillar (Fulvio Galeazzi, GARR)
Progetto EOSC-Pillar (Fulvio Galeazzi, GARR)Progetto EOSC-Pillar (Fulvio Galeazzi, GARR)
Progetto EOSC-Pillar (Fulvio Galeazzi, GARR)
 
Una infrastruttura per l’accesso al patrimonio culturale: il Progetto del Por...
Una infrastruttura per l’accesso al patrimonio culturale: il Progetto del Por...Una infrastruttura per l’accesso al patrimonio culturale: il Progetto del Por...
Una infrastruttura per l’accesso al patrimonio culturale: il Progetto del Por...
 
Utilizzo dei Big data per l’analisi dei flussi veicolari e della mobilità (Ma...
Utilizzo dei Big data per l’analisi dei flussi veicolari e della mobilità (Ma...Utilizzo dei Big data per l’analisi dei flussi veicolari e della mobilità (Ma...
Utilizzo dei Big data per l’analisi dei flussi veicolari e della mobilità (Ma...
 
I dati personali nell'analisi comportamentale della mobilità di dipendenti e ...
I dati personali nell'analisi comportamentale della mobilità di dipendenti e ...I dati personali nell'analisi comportamentale della mobilità di dipendenti e ...
I dati personali nell'analisi comportamentale della mobilità di dipendenti e ...
 
Estrarre valore dai dati: tecnologie per ottimizzare la mobilità del futuro (...
Estrarre valore dai dati: tecnologie per ottimizzare la mobilità del futuro (...Estrarre valore dai dati: tecnologie per ottimizzare la mobilità del futuro (...
Estrarre valore dai dati: tecnologie per ottimizzare la mobilità del futuro (...
 
Le piattaforme dati per la mobilità nelle città italiane (Marco Mena, EY)
Le piattaforme dati per la mobilità nelle città italiane (Marco Mena, EY)Le piattaforme dati per la mobilità nelle città italiane (Marco Mena, EY)
Le piattaforme dati per la mobilità nelle città italiane (Marco Mena, EY)
 
WiseTown, un ecosistema di applicazioni e strumenti per migliorare la qualità...
WiseTown, un ecosistema di applicazioni e strumenti per migliorare la qualità...WiseTown, un ecosistema di applicazioni e strumenti per migliorare la qualità...
WiseTown, un ecosistema di applicazioni e strumenti per migliorare la qualità...
 
CityOpenSource as a civic tech tool (Ilaria Vitellio, CityOpenSource)
CityOpenSource as a civic tech tool (Ilaria Vitellio, CityOpenSource)CityOpenSource as a civic tech tool (Ilaria Vitellio, CityOpenSource)
CityOpenSource as a civic tech tool (Ilaria Vitellio, CityOpenSource)
 
Big Data Confederation: toward the local urban data market place (Renzo Taffa...
Big Data Confederation: toward the local urban data market place (Renzo Taffa...Big Data Confederation: toward the local urban data market place (Renzo Taffa...
Big Data Confederation: toward the local urban data market place (Renzo Taffa...
 
Making citizens the eyes of policy makers: a sweet spot for hybrid AI? (Danie...
Making citizens the eyes of policy makers: a sweet spot for hybrid AI? (Danie...Making citizens the eyes of policy makers: a sweet spot for hybrid AI? (Danie...
Making citizens the eyes of policy makers: a sweet spot for hybrid AI? (Danie...
 
Dall'Agenda Digitale alla Smart City: il percorso di Roma Capitale verso il D...
Dall'Agenda Digitale alla Smart City: il percorso di Roma Capitale verso il D...Dall'Agenda Digitale alla Smart City: il percorso di Roma Capitale verso il D...
Dall'Agenda Digitale alla Smart City: il percorso di Roma Capitale verso il D...
 
Reusing open data: how to make a difference (Vittorio Scarano, Università di ...
Reusing open data: how to make a difference (Vittorio Scarano, Università di ...Reusing open data: how to make a difference (Vittorio Scarano, Università di ...
Reusing open data: how to make a difference (Vittorio Scarano, Università di ...
 
Gestire i beni culturali con i big data (Sandro Stancampiano, Istat)
Gestire i beni culturali con i big data (Sandro Stancampiano, Istat)Gestire i beni culturali con i big data (Sandro Stancampiano, Istat)
Gestire i beni culturali con i big data (Sandro Stancampiano, Istat)
 
Data Governance: cos’è e perché è importante? (Elena Arista, Erwin)
Data Governance: cos’è e perché è importante? (Elena Arista, Erwin)Data Governance: cos’è e perché è importante? (Elena Arista, Erwin)
Data Governance: cos’è e perché è importante? (Elena Arista, Erwin)
 
Data driven economy: bastano i dati per avviare una start up? (Gabriele Anton...
Data driven economy: bastano i dati per avviare una start up? (Gabriele Anton...Data driven economy: bastano i dati per avviare una start up? (Gabriele Anton...
Data driven economy: bastano i dati per avviare una start up? (Gabriele Anton...
 

Último

FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfMarinCaroMartnezBerg
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystSamantha Rae Coolbeth
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxStephen266013
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxolyaivanovalion
 
Week-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionWeek-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionfulawalesam
 
Ravak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptxRavak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptxolyaivanovalion
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiSuhani Kapoor
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxolyaivanovalion
 
Edukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFxEdukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFxolyaivanovalion
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130Suhani Kapoor
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfLars Albertsson
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxolyaivanovalion
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改atducpo
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxolyaivanovalion
 

Último (20)

FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdf
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
 
Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data Analyst
 
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in  KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in  Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docx
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptx
 
Week-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionWeek-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interaction
 
Ravak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptxRavak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptx
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptx
 
Edukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFxEdukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFx
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
 
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdf
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptx
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptx
 

A data driven approach to urban digitalization. Giuseppe Sindoni - Comune di Milano

  • 1. Giuseppe Sindoni – Chief Data Officer DIREZIONE SISTEMI INFORMATIVI E AGENDA DIGITALE 1May 2018 A data driven approach to urban digitalization
  • 2. Agenda 1 The Vision and strategic imperatives 3 Current innovation projects, Open Data and Big data 2 Project areas supporting the Vision 2
  • 3. ICT today: organization and competences DIRECTOR PROJECT GOVERNANCE AND PMO SECRETARIAT INFORMATION SECURITY AND TECHNOLOGICAL INNOVATION APPLICATION SYSTEMS AND INFRASTRUCTURE DATA MANAGEMENT AND INTEGRATION DIGITAL LEAD SPECIAL IT PROJECTS ▪ Application management and maintenance ▪ Application interoperability ▪ ICT infrastructure maintenance ▪ Telecommunication services ▪ EA1 design and control ▪ UX2 of services to the City users ▪ Data architecture ▪ Statistics and Data analytics ▪ IOT e Big Data ▪ Information security policies ▪ Authentication systems ▪ Business continuity and Disaster Recovery ▪ Contract management 6 Managers 208 Staff ORGANIZATION MAIN COMPETENCES 1. Enterprise Architecture 2. User experience ADMINISTRATION, TENDERS AND CONTRACTS 3
  • 4. Our Digital Plan is based on a Vision inspired by the strategic goals of the City Council and AGID 4
  • 5. Adoption of an EA model to shift from an «island-like» architecture to an integrated and interoperable one THE NEW IT SYSTEM IN THE ENTERPRISE ARCHITECTURE… Business Functions Applications Tecnology … THROUGH COBIT DEVELOPMENT PRACTICES High level EA ▪ Definition of an architecture development vision, identification of benefits and competences ▪ Reference architecture for each level with connections needed for data sharing and interoperabilty ▪ Opportunities and projects choose according to structural requirements ▪ Well defined development and implementation plan, according to stakeholders’ expectations ▪ Clear and efficient project governance Implementation of development practices started in 2018 COMPETENCEAREA ICTDIVISIONMUNICIPALITY 5
  • 6. Agenda 1 The Vision and strategic imperatives 3 Current innovation projects, Open Data and Big Data 2 Project areas supporting the Vision 6
  • 7. Main projects: ✓ SISA ✓ SUEV ✓ SIBri ✓ SUE ✓ SUAP ✓ PAGO-PA ✓ PON B-E Introduce and develop new types of service or delivery mode influencing heterogeneous population needs SERVICES TO THE CITY-USER Main projects: ✓ SIB ✓ OGW ✓ Tributi ✓ PON A Make internal processes more efficient, to simplify procedures and enforce more transparency ADMINISTRATIVE PROCESSES, BUDGET AND TAXES SECURITY AND MOBILITY Improve monitoring and operational tools used by the police corps Main projects: ✓ GRI/AVL ✓ SCTT ✓ Gestione Polizia Locale Introduce and extend application and infrastructure standards, leveraging data integration and application harmonization CROSS-CATHEGORY PROJECTS Main projects: ✓ ERP ✓ Documentale ✓ Interoperabilità ✓ Cyber security ✓ Evoluzione infrastrutture Contribute to the consolidation of information in standard architectures more easily accessible by the final user and the Public Administration PORTALS AND INFORMATION Main projects: ✓ Portali ✓ Fascicolo del Cittadino ✓ Open Data ✓ SIT e Location Intelligence ✓ PON C-D The current and future projects contributing to the Vision implementation divided into macro-categories 7
  • 8. INTEROPERABILITY LOCATION INTELLIGENCE AND GIS PORTALS BUSINESS INTELLIGENCE ▪ Business analysis and advanced reporting through interoperability and «cloud» sharing ARTIFICIAL INTELLIGENCE ▪ Improve the user Experience and the application efficiency through integration with AI and RPA (Robotic Process Automation) systems REAL TIME GEO-REFERENCING ▪ Improve the ability of GIS to manage geo-referenced data in real time: eg. on real estates and subsoil Some projects are already launching innovation, according to the strategic Vision 8
  • 9. Agenda 1 The Vision and strategic imperatives of DSIAD 3 Current innovation projects, Open Data and Big Data 2 Project areas supporting the Vision 9
  • 10. Interoperability platform DATA INTEROPERABILITY PLATFORM Implementing application cooperation across information systems through the improvement of the legacy platform and the modernization of the data management services ▪ Data Framework: ➢ Enterprise Information Management (EIM) ➢ Master Data Management model ➢ Data Analytics Framework (DAF) ▪ Data Services: ➢ Specific services to provide data through WSO2 ➢ Information asset census ➢ Adoption of a Master Data Management model ➢ Implementation of a Data Analytics Framework (DAF) ▪ Data Application: ➢ Citizen Folder and Open Data ➢ Shared Welfare system ➢ Service model for the «020202» infoline The first web sevices for for data integration are under development 10
  • 11. Work in progress • Open Data and integrated Statistical System • GDPR • Data Lake • MDM • European projects • Geo Portal
  • 12. Interoperability: Master Data Management • A unique and authoritative view on data, available to applications Master Data Management • Master Data can be easily updated, also at run time. • Avoids duplication of data covering the same content, preventing errors • For example, population or geographic data Work in progress
  • 13. The new Open Data portal Version 2.6 dati.comune.milano.it Comune di Milano’s data portal Published on 20 December 2017 291 DATASETS National Metadata Profile 13
  • 14. Features of CKAN 14 Automatic RDF catalog generation Integrated DCAT_AP-IT metadata compilation Managing multiple formats of the same dataset Customizable through extensions Profiled user management Connection to external resources as required Supports harvesting Publishes APIs natively
  • 15. Data management 15 Management, maintenance and improvement of the open information asset ▪ Analysis of other PAs’ best practices (Lombardy, Palermo, Bologna) ▪ Design of a data exchange protocol ▪ Municipal regulation to lay down rules and commitments ▪ Automatization Data owner DSIAD – Open Data development Unit High level process flow Data source to be publisced Data Cleaning Standard metadata setting Shared definition of the structure and update frequency Agreement on the information flow Integration of additional sources Work in progress Data owner Data owner
  • 16. European Interoperability projects Some European projects in which CdM is involved are based on the collection of data for monitoring purposes. Data orchestration with an interoperability platform can be important for project coordination. EUGUGLE Optimization of elements and systems influencing energy and water consumption in public offices DYNAMAP A dynamic mapping system to measure and represent in real time the acoustic impact of road infrastructures CLEVER Co-creation, implementation and manageent of NBS (Nature Based Solutions) to show environmental, social and economic improvements of urban regeneration SHARING CITIES Identification, development and dissemination of replicable, balanced and integrated solutions in the energy, transport and ICT sectors SYNCHRONICITY Large scale experimentation, in specific city areas, of IoT services to support cirizens in solve relevant problems in the metropolitan area Work in progress
  • 17. 17 Monet EMS App App App FEDERATION E015 DIGITAL ECOSYSTEM App INTEROPERABILITY PLATFORM OF THE MUNICIPALITY OF MILAN App Interoperability and the Sharing Cities project Work in progress
  • 18. The project is aimed at providing an «ID card» of the Milan area, taking data from and supporting the operational processes. Geographic intelligence tools are provided to both internal and external operators, policy makers and stakeholders. Geoportal: geoportale.comune.milano.it Geo- intelligence tools Data input Land and subsoil use Service plan Real estate development … Processes Regional geo-portal Ministries’ DBs Other PAs’ DBs Private DBs ExternalDBs ▪ Real time data access ▪ Administrative tasks optimization ▪ Process speeding ▪ Information sharing ▪ Data driven decisions ▪ Multi-score approach ▪ Full knowledge of the municipal areas ▪ Stakeholder satisfaction Strategic benefits Operational benefits Work in progress Data input
  • 20. 20
  • 21. Specific big data projects • Using telco data to analyse city users and their movements • Using credit card data to analyse expenditure trends in the city • Putting everything together for Added value and Benchmarking 21