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DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
The Resilient City, Genoa Smart Week, May 
2016
http://www.resolute‐eu.org/
Paolo Nesi
University of Florence, DISIT Lab
http://www.disit.org, paolo.nesi@unifi.it
RESOLUTE: Governing for Resilience –
Implementation Challenges
The Resilient City – Future Proofing our Urban
Infrastructure, Symposium in Genoa, Italy! 
24th May 2016 (Genoa Smart Week 2016)
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
RESOLUTE Project Overview
•  Resilience management guidelines and Operationalization 
applied to Urban Transport Environment
– www.resolute‐eu.org, inforef@resolute‐eu.org
• Started: 1st May 2015,     duration 36 months
• Topics: Government, Society, Threats and Vulnerability, 
Interdependencies and Cascading Effects,  Science and Technology
• Pilots: Florence and Athens
The Resilient City, Genoa Smart Week, May 2016
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
RESOLUTE Project Objectives
1) Conducting systematic review and assessment of the state of the art of 
Resilience Assessment and management concepts, national guidelines and 
their implementation strategies in order to develop a 
– conceptual framework for resilience with Urban Transport Systems, UTS
2) Development of European Resilience Management Guidelines, ERMG
3) Operationalize and validate the ERMG by implementing the Collaborative 
Resilience Assessment and Management Support System (CRAMSS) for UTS 
addressing Roads and Rails infrastructures
4) Enhancing resilience through improved support to human decision making 
processes, particularly through increased focus on the training of first 
responders and population on ERMG and RESOLUTE System
5) ERMG wide dissemination  promoting acceptance and adoption  at EU and 
Associate Countries level
The Resilient City, Genoa Smart Week, May 2016
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
RESOLUTE Outcomes
• European Resilience Management Guidelines – (guidelines) –
consensus driven approach improve guidelines acceptability 
at EU level
– general version,   and UTS version 
• CRAMSS – (tools and algorithms) – ontology based static and 
dynamic CI data integration, processing and analysing 
platform 
• Mobile Emergency app – (tools and procedures) – supporting 
users in their local decision before (early warnings), during 
and after an event 
• Game based training app – (tools and procedures) –
improving the current preparedness of the citizen in order to 
increase the community self‐resilience 
The Resilient City, Genoa Smart Week, May 2016
Anticipate
RespondMonitor
Learn
Adaptive Capacities
European Resilience Management Guidelines
For Critical Infrastructure (e.g. Transport System, Energy,
Water, Oil, etc.)
The Resilient City, Genoa Smart Week, May 2016
• FRAM: Functional Resonance Analysis Method 
• RAG: Resilience Analysis Grid, a resilience measurement and monitoring tool
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
ERMG in practice
The Resilient City, Genoa Smart Week, May 2016
• Level I: The first level of analysis can be carried out 
by the comparison between the “desired functions” 
defined in ERMG against the functions identified 
through a FRAM analysis of the 
– CIs, Critical Infrastructures addressed.
• Level II: The second level of analysis is carried out 
by the assessment about how the functions 
implemented in the CIs are actually aligned with the 
ERMG recommendations.
• Level III: The third level of analysis is oriented to the 
function interdependencies assessment. The ERMG 
provides a number of desired interdependencies 
that are able to increase the system resilience.
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
Athens Pilot
The Resilient City, Genoa Smart Week, May 2016
98Km of lines
65 stations
1M travelers per day 
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
The Resilient City, Genoa Smart Week, May 2016
Florence Scenarious
30 years probability Arno flooding200 years probability Arno flooding
Water bomb in South FlorenceArno Flood Impact on Tram Line & Traffic
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
The Resilient City, Genoa Smart Week, May 2016
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
RESOLUTE 
Architecture
The Resilient City, Genoa Smart Week, May 2016
Presentation& 
Visualization
FRAM 
operalization
Decision
support
system
Data     
acquisition
RESOLUTE  RESILIENCE  Dashboard
FRAM  ResilienceDS
Evacuation
DSS
ITS DSS
Data 
aggregation
Smart DS
CRAMSS
Algoritms and modelsApplication 
framework
RESOLUTE 
Mobile APPs
Integration 
framework
User 
guidance
User profiler
User Profiler APIs
Data Integration APIs
UTSTwitter …
Smart City Data Application (Km4City)
Smart City 
Data
Data and Service Aggregator
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
Improve city resilience, 
reducing risks and 
decision support
The Resilient City, Genoa Smart Week, May 2016
• assessing city resilience level
– Resilience Decision Support, 
http://resilienceds.km4city.org
– Smart decision support system, 
http://smartds.km4city.org
• improving city users awareness 
with personal city assistants and 
participatory tools 
– Dashboard: 
http://dashboard.km4city.org
– Km4City Web App 
http://www.km4city.org
– Km4City Mobile App: 
http://www.km4city.org/app
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
FRAM view
The Resilient City, Genoa Smart Week, May 2016
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
The Resilient City, Genoa Smart Week, May 2016
Resilience Decision Support
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
Dashboarding
city resilience
The Resilient City, Genoa Smart Week, May 2016
Data and Service Aggregator
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
• Smart Decision Support 
System based on 
System Thinking plus
• Actions to city reaction, 
resilience, smartness..
Enforcing
• Mathematical model for 
propagation of decision 
confidence..
• Collaborative work…, 
• Processes connected to 
city data: DB, RDF Store, 
Twitter, etc.
• Production of 
alerts/alarms
• Data analytics process
• Twitter Processes
• reuse, copy past, …
The Resilient City, Genoa Smart Week, May 2016
Smart Decision 
Support
Data and Service Aggregator
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
The Resilient City, Genoa Smart Week, May 2016
• monitoring services’ status of 
city operators
– http://dashboard.km4city.org
• monitoring and understanding 
the city users behaviour
– Recommender and User Behavior Analyzer 
– Origin Destination matrix tools
• collecting moods, contributions 
and data from the city users
– from Mobile App Km4City Firenze dove 
Cosa
– from social media for city services and 
events, event predictions
– http://www.disit.org/tv , 
http://tvsolr.disit.org
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
Firenze Smart 
City:  UTS + ....
The Resilient City, Genoa Smart Week, May 2016
UTS CI POIs Bus Lines
Sensors
Search for Geo 
Located 
Services
Events in the 
city
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
The Resilient City, Genoa Smart Week, May 2016
User Behavior 
Analyzer
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
The Resilient City, Genoa Smart Week, May 2016
User Behavior 
Analyzer
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
Improve city resilience, 
reducing risks and 
decision support
The Resilient City, Genoa Smart Week, May 2016
• assessing city resilience level
– Resilience Decision Support, 
http://resilienceds.km4city.org
– Smart decision support system, 
http://smartds.km4city.org
• improving city users awareness 
with personal city assistants and 
participatory tools 
– Dashboard: 
http://dashboard.km4city.org
– Km4City Web App 
http://www.km4city.org
– Km4City Mobile App: 
http://www.km4city.org/app
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
Mobile Emergency
The Resilient City, Genoa Smart Week, May 2016
• Personalized menu for 
Operators
• Providing information 
and suggestions to 
citizens
– Civil Protection Page
– Twitter Info
– Geolocalized Info
• Tracking people and 
operators flows
• Collecting information 
from citizens
– Comments
– Images
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
Twitter Vigilance, Sentiment Analysis, 
Monitoring and prediction 
The Resilient City, Genoa Smart Week, May 2016
#EXPO2015 search
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
Km4City Smart City Engine
Transport systems
Mobility, parking
Smart Decision Support
Http://Smartds.km4city.org
Twitter Vigilance
Http://www.disit.org/tv
Flow and Origin Destination Matrix
Http://www.disit.org/odsf
Service map browser
Http://servicemap.km4city.org
Smart City Dashboard 
Http://dashboard.km4city.org/
dash
Km4City Smart City API Mobile e Web Apps
Public Services
Govern, events, 
…
Sensors, IOT
Cameras, ..
Environment, 
Water, energy
Social Media
WiFi, network
DISCES ‐‐Distributed and parallel architecture on Cloud 
Shops, services, 
operators
User Profiling and 
Suggestions on Demand
Http://www.km4city.org
Km4City
Tools for Final Users
Tools for City Operators and Decision Makers
Km4City Tools for Developers
Collective User behavior Analyzer
Http://www.km4city.org/app
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
Km4City Ontology
>84   Classes
>100 ObjectProperties
>100 DataProperties
Ontology Documentation: 
http://www.disit.org/6506
http://www.disit.org/6507
http://www.disit.org/5606
http://www.disit.org/6461
• to cover different
aspects:
– Administration
– Street‐Guide
– Points of interest
– Citations from strings
– Mobility and transport
– Energy
– Sensors..
– ..
– Temporal reasoning
– Metadata on the data
– Statistics
– Risk and Resilience
– Licensing
– Open and Private Data
– Static and Real time
– ..
The Resilient City, Genoa Smart Week, May 
2016
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
km4City Roadmap
The Resilient City, Genoa Smart Week, May 2016
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
Projects based on KM4City
• Sii‐Mobility, http://www.sii‐mobility.org
• Resolute, http://www.resolute‐eu.org
• Replicate, http://www.disit.org/6778
The Resilient City, Genoa Smart Week, May 2016
DISIT Lab, Distributed Data Intelligence and Technologies
Distributed Systems and Internet Technologies
Department of Information Engineering (DINFO)
http://www.disit.dinfo.unifi.it
http://www.disit.org
Thank You for Your attention!
Prof. Paolo Nesi, Dott. Emanuele Bellini
RESOLUTE Coordinator 
DISIT Lab: http://www.disit.org
Department of Information Engineering
University of Florence, Italy
Office: +39‐055‐275‐8515
LAB: +39‐055‐275‐8516 / 8517
Fax: +39‐055‐275‐8570
Paolo.nesi@unifi.it, Emanuele.bellini@unifi.it
The Resilient City, Genoa Smart Week, May 2016

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RESOLUTE: Governing for Resilience – Implementation Challenges

  • 1. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it The Resilient City, Genoa Smart Week, May  2016 http://www.resolute‐eu.org/ Paolo Nesi University of Florence, DISIT Lab http://www.disit.org, paolo.nesi@unifi.it RESOLUTE: Governing for Resilience – Implementation Challenges The Resilient City – Future Proofing our Urban Infrastructure, Symposium in Genoa, Italy!  24th May 2016 (Genoa Smart Week 2016)
  • 2. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org RESOLUTE Project Overview •  Resilience management guidelines and Operationalization  applied to Urban Transport Environment – www.resolute‐eu.org, inforef@resolute‐eu.org • Started: 1st May 2015,     duration 36 months • Topics: Government, Society, Threats and Vulnerability,  Interdependencies and Cascading Effects,  Science and Technology • Pilots: Florence and Athens The Resilient City, Genoa Smart Week, May 2016
  • 3. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org RESOLUTE Project Objectives 1) Conducting systematic review and assessment of the state of the art of  Resilience Assessment and management concepts, national guidelines and  their implementation strategies in order to develop a  – conceptual framework for resilience with Urban Transport Systems, UTS 2) Development of European Resilience Management Guidelines, ERMG 3) Operationalize and validate the ERMG by implementing the Collaborative  Resilience Assessment and Management Support System (CRAMSS) for UTS  addressing Roads and Rails infrastructures 4) Enhancing resilience through improved support to human decision making  processes, particularly through increased focus on the training of first  responders and population on ERMG and RESOLUTE System 5) ERMG wide dissemination  promoting acceptance and adoption  at EU and  Associate Countries level The Resilient City, Genoa Smart Week, May 2016
  • 4. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org RESOLUTE Outcomes • European Resilience Management Guidelines – (guidelines) – consensus driven approach improve guidelines acceptability  at EU level – general version,   and UTS version  • CRAMSS – (tools and algorithms) – ontology based static and  dynamic CI data integration, processing and analysing  platform  • Mobile Emergency app – (tools and procedures) – supporting  users in their local decision before (early warnings), during  and after an event  • Game based training app – (tools and procedures) – improving the current preparedness of the citizen in order to  increase the community self‐resilience  The Resilient City, Genoa Smart Week, May 2016
  • 6. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org ERMG in practice The Resilient City, Genoa Smart Week, May 2016 • Level I: The first level of analysis can be carried out  by the comparison between the “desired functions”  defined in ERMG against the functions identified  through a FRAM analysis of the  – CIs, Critical Infrastructures addressed. • Level II: The second level of analysis is carried out  by the assessment about how the functions  implemented in the CIs are actually aligned with the  ERMG recommendations. • Level III: The third level of analysis is oriented to the  function interdependencies assessment. The ERMG  provides a number of desired interdependencies  that are able to increase the system resilience.
  • 7. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org Athens Pilot The Resilient City, Genoa Smart Week, May 2016 98Km of lines 65 stations 1M travelers per day 
  • 8. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org The Resilient City, Genoa Smart Week, May 2016 Florence Scenarious 30 years probability Arno flooding200 years probability Arno flooding Water bomb in South FlorenceArno Flood Impact on Tram Line & Traffic
  • 9. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org The Resilient City, Genoa Smart Week, May 2016
  • 10. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org RESOLUTE  Architecture The Resilient City, Genoa Smart Week, May 2016 Presentation&  Visualization FRAM  operalization Decision support system Data      acquisition RESOLUTE  RESILIENCE  Dashboard FRAM  ResilienceDS Evacuation DSS ITS DSS Data  aggregation Smart DS CRAMSS Algoritms and modelsApplication  framework RESOLUTE  Mobile APPs Integration  framework User  guidance User profiler User Profiler APIs Data Integration APIs UTSTwitter … Smart City Data Application (Km4City) Smart City  Data Data and Service Aggregator
  • 11. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org Improve city resilience,  reducing risks and  decision support The Resilient City, Genoa Smart Week, May 2016 • assessing city resilience level – Resilience Decision Support,  http://resilienceds.km4city.org – Smart decision support system,  http://smartds.km4city.org • improving city users awareness  with personal city assistants and  participatory tools  – Dashboard:  http://dashboard.km4city.org – Km4City Web App  http://www.km4city.org – Km4City Mobile App:  http://www.km4city.org/app
  • 12. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org FRAM view The Resilient City, Genoa Smart Week, May 2016
  • 13. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org The Resilient City, Genoa Smart Week, May 2016 Resilience Decision Support
  • 14. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org Dashboarding city resilience The Resilient City, Genoa Smart Week, May 2016 Data and Service Aggregator
  • 15. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org • Smart Decision Support  System based on  System Thinking plus • Actions to city reaction,  resilience, smartness.. Enforcing • Mathematical model for  propagation of decision  confidence.. • Collaborative work…,  • Processes connected to  city data: DB, RDF Store,  Twitter, etc. • Production of  alerts/alarms • Data analytics process • Twitter Processes • reuse, copy past, … The Resilient City, Genoa Smart Week, May 2016 Smart Decision  Support Data and Service Aggregator
  • 16. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org The Resilient City, Genoa Smart Week, May 2016 • monitoring services’ status of  city operators – http://dashboard.km4city.org • monitoring and understanding  the city users behaviour – Recommender and User Behavior Analyzer  – Origin Destination matrix tools • collecting moods, contributions  and data from the city users – from Mobile App Km4City Firenze dove  Cosa – from social media for city services and  events, event predictions – http://www.disit.org/tv ,  http://tvsolr.disit.org
  • 17. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org Firenze Smart  City:  UTS + .... The Resilient City, Genoa Smart Week, May 2016 UTS CI POIs Bus Lines Sensors Search for Geo  Located  Services Events in the  city
  • 18. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org The Resilient City, Genoa Smart Week, May 2016 User Behavior  Analyzer
  • 19. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org The Resilient City, Genoa Smart Week, May 2016 User Behavior  Analyzer
  • 20. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org Improve city resilience,  reducing risks and  decision support The Resilient City, Genoa Smart Week, May 2016 • assessing city resilience level – Resilience Decision Support,  http://resilienceds.km4city.org – Smart decision support system,  http://smartds.km4city.org • improving city users awareness  with personal city assistants and  participatory tools  – Dashboard:  http://dashboard.km4city.org – Km4City Web App  http://www.km4city.org – Km4City Mobile App:  http://www.km4city.org/app
  • 21. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org Mobile Emergency The Resilient City, Genoa Smart Week, May 2016 • Personalized menu for  Operators • Providing information  and suggestions to  citizens – Civil Protection Page – Twitter Info – Geolocalized Info • Tracking people and  operators flows • Collecting information  from citizens – Comments – Images
  • 22. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org Twitter Vigilance, Sentiment Analysis,  Monitoring and prediction  The Resilient City, Genoa Smart Week, May 2016 #EXPO2015 search
  • 23. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org Km4City Smart City Engine Transport systems Mobility, parking Smart Decision Support Http://Smartds.km4city.org Twitter Vigilance Http://www.disit.org/tv Flow and Origin Destination Matrix Http://www.disit.org/odsf Service map browser Http://servicemap.km4city.org Smart City Dashboard  Http://dashboard.km4city.org/ dash Km4City Smart City API Mobile e Web Apps Public Services Govern, events,  … Sensors, IOT Cameras, .. Environment,  Water, energy Social Media WiFi, network DISCES ‐‐Distributed and parallel architecture on Cloud  Shops, services,  operators User Profiling and  Suggestions on Demand Http://www.km4city.org Km4City Tools for Final Users Tools for City Operators and Decision Makers Km4City Tools for Developers Collective User behavior Analyzer Http://www.km4city.org/app
  • 24. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org Km4City Ontology >84   Classes >100 ObjectProperties >100 DataProperties Ontology Documentation:  http://www.disit.org/6506 http://www.disit.org/6507 http://www.disit.org/5606 http://www.disit.org/6461 • to cover different aspects: – Administration – Street‐Guide – Points of interest – Citations from strings – Mobility and transport – Energy – Sensors.. – .. – Temporal reasoning – Metadata on the data – Statistics – Risk and Resilience – Licensing – Open and Private Data – Static and Real time – ..
  • 26. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org km4City Roadmap The Resilient City, Genoa Smart Week, May 2016
  • 27. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org Projects based on KM4City • Sii‐Mobility, http://www.sii‐mobility.org • Resolute, http://www.resolute‐eu.org • Replicate, http://www.disit.org/6778 The Resilient City, Genoa Smart Week, May 2016
  • 28. DISIT Lab, Distributed Data Intelligence and Technologies Distributed Systems and Internet Technologies Department of Information Engineering (DINFO) http://www.disit.dinfo.unifi.it http://www.disit.org Thank You for Your attention! Prof. Paolo Nesi, Dott. Emanuele Bellini RESOLUTE Coordinator  DISIT Lab: http://www.disit.org Department of Information Engineering University of Florence, Italy Office: +39‐055‐275‐8515 LAB: +39‐055‐275‐8516 / 8517 Fax: +39‐055‐275‐8570 Paolo.nesi@unifi.it, Emanuele.bellini@unifi.it The Resilient City, Genoa Smart Week, May 2016