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IoT and crowd mgt
Henry Muccini
University of L’Aquila, Italy &
nExpecto Srl &
CINI
henry.muccini@univaq.it
Slides available at:
http://www.slideshare.net/henry.muccini/
Henry Muccini – GSSI «Smart City Looks like…» 2019
2
A smart city is a vision where key infrastructure components
and services – e.g., environmental, emergency response,
transport/mobility/energy management - are seamlessly
integrated to meet the real and priority needs of its
population. Those services have to be therefore context-
dependent and support the achievement of city-specific goals.
Smart city solutions have to be multi-disciplinary, blending
together socio, cultural, and technical aspects altogether. In
this context, ICT becomes the means to move from problems
to digital solutions.
Henry Muccini – GSSI «Smart City Looks like…» 2019
3
My Research
Architecting complex systems
1997-2008 architecture based testing
2000-2010 architecture-based formal verification
2008-2015 architecture description languages
2015-now ……..
Dipartimento di Ingegneria e Scienze
Università degli Studi dell’Aquila
dell’Informazione e Matematica
Part I : Sustainable Tourism
Henry Muccini – GSSI «Smart City Looks like…» 2019
6
Sustainability
• “capacity to endure” [1] and
• “preserve the function of a system over an
extended period of time.” [2]
Maintaining and preserving (certain
properties/abilities/states) in the
long-term…
[1] Sustainability: Can our society endure? http://www.sustainability.com/sustainability
[2] Hilty, L.M., Arnfalk, P., Erdmann, L., Goodman, J., Lehmann, M., and Wäger,P.A. The relevance of information and communication
technologies for environmental sustainability: A prospective simulation study. Environmental Modelling & Software 21, 11 (Nov.
2006) 1618–1629.
Henry Muccini – GSSI «Smart City Looks like…» 2019
7
Sustainable tourism
1975 - the United Nations World Tourism
Organization (UNWTO) has been created to promote
a sustainable and responsible form of tourism
UNWTO defined in 1988 sustainable tourism as
“Tourism that takes full account of its current and
future economic, social and environmental impacts,
addressing the needs of visitors, the industry, the
environment and host communities”.
Henry Muccini – GSSI «Smart City Looks like…» 2019
8
Tourism’s development “shall be based on criteria of
sustainability, which means that it must be ecologically
bearable in the long term, economically viable, as well
as ethically and socially equitable for the local
communities” (1st principle, World Conference on
Sustainable Tourism Development, Lanzarote 1995)
Henry Muccini – GSSI «Smart City Looks like…» 2019
9
Unsustainable tourism: cruises
Cruise holidays pollute 1000 times more than bike
holidays in terms of CO2 emissions. They are also
responsible for sea pollution, barrier reef
destruction and dumping of waste at sea.
Posted on April 17, 2018 by Emma Trevisan
https://ecobnb.com/blog/2018/04/sustainable-tourism-meaning-potential/
Henry Muccini – GSSI «Smart City Looks like…» 2019
10
https://youtu.be/GyCLhvxpQt0
Henry Muccini – GSSI «Smart City Looks like…» 2019
11
Reflections
Sustainability
vs.
Business
Henry Muccini – GSSI «Smart City Looks like…» 2019
12
PST 2017-2022 - «Strategic Plan for Tourism»
MIBAC, Ministry of Cultural
Heritage and Activities, released
the «Strategic Plan for Tourism»
that promotes a sustainable
tourism.
It proposes a strategic plan
based on sustainability,
innovation and
competitiveness.
Sustainability is mentioned 108
times
Henry Muccini – GSSI «Smart City Looks like…» 2019
13
PST 2017-2022 - «Strategic Plan for Tourism»
Henry Muccini – GSSI «Smart City Looks like…» 2019
14
PST 2017-2022 - «Strategic Plan for Tourism»
Henry Muccini – GSSI «Smart City Looks like…» 2019
15
Tourism in Italy in 2017
http://www.tgcom24.mediaset.it/economia/turismo-2017-un-anno-record-oltre-420-milioni-di-presenze-in-italia_3114758-201702a.shtml
http://www.repubblica.it/viaggi/2017/09/09/news/turismo_il_boom_dell_estate_2017_al_mare_il_16_per_cento_in_piu_-174990862/
+4,2% (wrt 2016)
beaches (+4,3%)
lakes (+3,9%)
mountains (+3,8%)
Henry Muccini – GSSI «Smart City Looks like…» 2019
16
Cultural tourism in Italy in 2017
+9% tourists
+13% income
50+ milions visitors
http://aise.it/made-in-italy/turismo-2017-anno-record-ed-%EF%BF%BD-boom-per-il-turismo-culturale-/103489/1#.Wk4Cm_V3hA4.twitter
https://www.ilfattoquotidiano.it/2018/01/06/cultura-2017-da-record-per-i-musei-italiani-oltre-50-milioni-di-visitatori-5-in-piu-del-2016-colosseo-
e-pompei-al-top/4076731/
Henry Muccini – GSSI «Smart City Looks like…» 2019
18
ALL NICE….
BUT NOT REALLY!!!
Henry Muccini – GSSI «Smart City Looks like…» 2019
19
Henry Muccini – GSSI «Smart City Looks like…» 2019
20
Henry Muccini – GSSI «Smart City Looks like…» 2019
21
Overtourism…
Henry Muccini – GSSI «Smart City Looks like…» 2019
23
Overtourism – in museums
(dailymail.co.uk)
1,5 – 2 hours of waiting time (avg)
7 hours of max waiting time
Henry Muccini – GSSI «Smart City Looks like…» 2019
24
«Osservatorio sull’Innovazione dei Beni ed
Attività culturali», Politecnico di Milano
127.644
feedbacks on
TripAdvisor and
Google Maps
4,67/5 about
beauty of the
cultural heritage
in Italy
Queues and
services
Il Sole 24 Ore – Tecnologia, May 17, 2019
Henry Muccini – GSSI «Smart City Looks like…» 2019
25
La Repubblica, June 25, 2019
Henry Muccini – GSSI «Smart City Looks like…» 2019
26
Too much… or nothing!
http://www.istat.it/it/files/2016/12/Report-Musei.pdf?title=Musei+
20/4.976 museum in Italy attract more than
1/3 of all visitors
36,5% of museums in Italy attract less than
1.000 visitors per year
Overtourism and
Undertourism alltogether
Dipartimento di Ingegneria e Scienze
Università degli Studi dell’Aquila
dell’Informazione e Matematica
Part II: The Uffizi Gallery
project
Henry Muccini – GSSI «Smart City Looks like…» 2019
29
More than
2.200.000 visitors
per year
3rd most visited
museum in Italy in
2018
Limited
contemporary
access for safety
reasons
Henry Muccini – GSSI «Smart City Looks like…» 2019
30
Henry Muccini – GSSI «Smart City Looks like…» 2019
31
Concrete projects: Uffizi Galleries
Goals:
– Reduce the waiting time to get in
– Optimize internal human flow
– Multi-museum load balancing
Henry Muccini – GSSI «Smart City Looks like…» 2019
32
Infrastructure (big data)
Dt&Rt Data
Dt&Rt
Data
Dt&Rt Data
IoT Components
(data producers)
Descriptive
Models
IoT Components
(data producers)
Optimiza
zion
Models
Predictive
Models
1
Henry Muccini – GSSI «Smart City Looks like…» 2019
33
Models
33
UnivAQ
Models for
Uffizi
Numerosita’
storica 36 mesi
#distribuzione
arrivi nella
mattina
# prenotati
# meteo
# tempi di
visita
Checkpoint
interni No show
Descriptive
Predictive
Adaptive
2
Henry Muccini – GSSI «Smart City Looks like…» 2019
34
Human Factors3
Henry Muccini – GSSI «Smart City Looks like…» 2019
35
Henry Muccini – GSSI «Smart City Looks like…» 2019
36
Queues: before and after
Before
After
Henry Muccini, CEO and founder
info@nexpecto.com
Henry Muccini – GSSI «Smart City Looks like…» 2019
39
Our Mission
Services
MobiTick Multi-Site Monitoro Expecto Pianifico nEmergency
Goals
Avoid Queues in
complex scenarios
Increase urban
security
Ridistribute human
flows
nExpecto S.r.l. produces ICT research-based
solutions for monitoring and controlling human
flows in open and closed spaces
Henry Muccini – GSSI «Smart City Looks like…» 2019
40
The nExpecto team
►Gianluca Scatena
►Francesco Tarquini
►Maurizio Maravalle
►Fabrizio Rossi
►Giorgio Lattanzi
►Giacomo Cerquone
►Giulio Nazzicone
►Gioacchino Castorio
►Stefano Martella
►Mahyar Tourchi
►Karthik Vaidyanathan
►Mirco Franzago
►Mohammad Sharaf
►Henry Muccini
Dipartimento di Ingegneria e Scienze
Università degli Studi dell’Aquila
dell’Informazione e Matematica
Part III: Engineering Cyber
Physical Spaces
Henry Muccini – GSSI «Smart City Looks like…» 2019
42
Infrastructure (big data)
Dt&Rt Data
Dt&Rt
Data
Dt&Rt Data
IoT Components
(data producers)
Descriptive
Models
IoT Components
(data producers)
Optimiza
zion
Models
Predictive
Models
1
Henry Muccini – GSSI «Smart City Looks like…» 2019
43
(for crowd management)
Henry Muccini – GSSI «Smart City Looks like…» 2019
44
Cyber Physical Space: examples
https://www.youtube.com/watch?v=tgULkozh32UOngoing work at Turku University, Finland
Henry Muccini – GSSI «Smart City Looks like…» 2019
45
Overall: technical
Physical Space
Cyber Physical Space
Henry Muccini – GSSI «Smart City Looks like…» 2019
46
Overall: decision making
- Which solution is more e.g.
energy efficient?
- Which architecture
decisions may limit the
amount of data created,
transferred, and analyzed?
- Which communication
topology to use?
Cyber Physical Space
Henry Muccini – GSSI «Smart City Looks like…» 2019
47
47
Software Architecture
Model
SAML
HW Model
HWML
Physical Space Model
SPML
CAPS Modeling languages
Software Hardware Space
Henry Muccini – GSSI «Smart City Looks like…» 2019
48
CAPS
Henry Muccini – GSSI «Smart City Looks like…» 2019
49
CAPS simulation
Henry Muccini – GSSI «Smart City Looks like…» 2019
50
#MADEinUnivAQ

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Sustainable Tourism - IoT and crowd management

  • 1. IoT and crowd mgt Henry Muccini University of L’Aquila, Italy & nExpecto Srl & CINI henry.muccini@univaq.it Slides available at: http://www.slideshare.net/henry.muccini/
  • 2. Henry Muccini – GSSI «Smart City Looks like…» 2019 2 A smart city is a vision where key infrastructure components and services – e.g., environmental, emergency response, transport/mobility/energy management - are seamlessly integrated to meet the real and priority needs of its population. Those services have to be therefore context- dependent and support the achievement of city-specific goals. Smart city solutions have to be multi-disciplinary, blending together socio, cultural, and technical aspects altogether. In this context, ICT becomes the means to move from problems to digital solutions.
  • 3. Henry Muccini – GSSI «Smart City Looks like…» 2019 3 My Research Architecting complex systems 1997-2008 architecture based testing 2000-2010 architecture-based formal verification 2008-2015 architecture description languages 2015-now ……..
  • 4. Dipartimento di Ingegneria e Scienze Università degli Studi dell’Aquila dell’Informazione e Matematica Part I : Sustainable Tourism
  • 5. Henry Muccini – GSSI «Smart City Looks like…» 2019 6 Sustainability • “capacity to endure” [1] and • “preserve the function of a system over an extended period of time.” [2] Maintaining and preserving (certain properties/abilities/states) in the long-term… [1] Sustainability: Can our society endure? http://www.sustainability.com/sustainability [2] Hilty, L.M., Arnfalk, P., Erdmann, L., Goodman, J., Lehmann, M., and Wäger,P.A. The relevance of information and communication technologies for environmental sustainability: A prospective simulation study. Environmental Modelling & Software 21, 11 (Nov. 2006) 1618–1629.
  • 6. Henry Muccini – GSSI «Smart City Looks like…» 2019 7 Sustainable tourism 1975 - the United Nations World Tourism Organization (UNWTO) has been created to promote a sustainable and responsible form of tourism UNWTO defined in 1988 sustainable tourism as “Tourism that takes full account of its current and future economic, social and environmental impacts, addressing the needs of visitors, the industry, the environment and host communities”.
  • 7. Henry Muccini – GSSI «Smart City Looks like…» 2019 8 Tourism’s development “shall be based on criteria of sustainability, which means that it must be ecologically bearable in the long term, economically viable, as well as ethically and socially equitable for the local communities” (1st principle, World Conference on Sustainable Tourism Development, Lanzarote 1995)
  • 8. Henry Muccini – GSSI «Smart City Looks like…» 2019 9 Unsustainable tourism: cruises Cruise holidays pollute 1000 times more than bike holidays in terms of CO2 emissions. They are also responsible for sea pollution, barrier reef destruction and dumping of waste at sea. Posted on April 17, 2018 by Emma Trevisan https://ecobnb.com/blog/2018/04/sustainable-tourism-meaning-potential/
  • 9. Henry Muccini – GSSI «Smart City Looks like…» 2019 10 https://youtu.be/GyCLhvxpQt0
  • 10. Henry Muccini – GSSI «Smart City Looks like…» 2019 11 Reflections Sustainability vs. Business
  • 11. Henry Muccini – GSSI «Smart City Looks like…» 2019 12 PST 2017-2022 - «Strategic Plan for Tourism» MIBAC, Ministry of Cultural Heritage and Activities, released the «Strategic Plan for Tourism» that promotes a sustainable tourism. It proposes a strategic plan based on sustainability, innovation and competitiveness. Sustainability is mentioned 108 times
  • 12. Henry Muccini – GSSI «Smart City Looks like…» 2019 13 PST 2017-2022 - «Strategic Plan for Tourism»
  • 13. Henry Muccini – GSSI «Smart City Looks like…» 2019 14 PST 2017-2022 - «Strategic Plan for Tourism»
  • 14. Henry Muccini – GSSI «Smart City Looks like…» 2019 15 Tourism in Italy in 2017 http://www.tgcom24.mediaset.it/economia/turismo-2017-un-anno-record-oltre-420-milioni-di-presenze-in-italia_3114758-201702a.shtml http://www.repubblica.it/viaggi/2017/09/09/news/turismo_il_boom_dell_estate_2017_al_mare_il_16_per_cento_in_piu_-174990862/ +4,2% (wrt 2016) beaches (+4,3%) lakes (+3,9%) mountains (+3,8%)
  • 15. Henry Muccini – GSSI «Smart City Looks like…» 2019 16 Cultural tourism in Italy in 2017 +9% tourists +13% income 50+ milions visitors http://aise.it/made-in-italy/turismo-2017-anno-record-ed-%EF%BF%BD-boom-per-il-turismo-culturale-/103489/1#.Wk4Cm_V3hA4.twitter https://www.ilfattoquotidiano.it/2018/01/06/cultura-2017-da-record-per-i-musei-italiani-oltre-50-milioni-di-visitatori-5-in-piu-del-2016-colosseo- e-pompei-al-top/4076731/
  • 16. Henry Muccini – GSSI «Smart City Looks like…» 2019 18 ALL NICE…. BUT NOT REALLY!!!
  • 17. Henry Muccini – GSSI «Smart City Looks like…» 2019 19
  • 18. Henry Muccini – GSSI «Smart City Looks like…» 2019 20
  • 19. Henry Muccini – GSSI «Smart City Looks like…» 2019 21
  • 21. Henry Muccini – GSSI «Smart City Looks like…» 2019 23 Overtourism – in museums (dailymail.co.uk) 1,5 – 2 hours of waiting time (avg) 7 hours of max waiting time
  • 22. Henry Muccini – GSSI «Smart City Looks like…» 2019 24 «Osservatorio sull’Innovazione dei Beni ed Attività culturali», Politecnico di Milano 127.644 feedbacks on TripAdvisor and Google Maps 4,67/5 about beauty of the cultural heritage in Italy Queues and services Il Sole 24 Ore – Tecnologia, May 17, 2019
  • 23. Henry Muccini – GSSI «Smart City Looks like…» 2019 25 La Repubblica, June 25, 2019
  • 24. Henry Muccini – GSSI «Smart City Looks like…» 2019 26 Too much… or nothing! http://www.istat.it/it/files/2016/12/Report-Musei.pdf?title=Musei+ 20/4.976 museum in Italy attract more than 1/3 of all visitors 36,5% of museums in Italy attract less than 1.000 visitors per year
  • 26. Dipartimento di Ingegneria e Scienze Università degli Studi dell’Aquila dell’Informazione e Matematica Part II: The Uffizi Gallery project
  • 27. Henry Muccini – GSSI «Smart City Looks like…» 2019 29 More than 2.200.000 visitors per year 3rd most visited museum in Italy in 2018 Limited contemporary access for safety reasons
  • 28. Henry Muccini – GSSI «Smart City Looks like…» 2019 30
  • 29. Henry Muccini – GSSI «Smart City Looks like…» 2019 31 Concrete projects: Uffizi Galleries Goals: – Reduce the waiting time to get in – Optimize internal human flow – Multi-museum load balancing
  • 30. Henry Muccini – GSSI «Smart City Looks like…» 2019 32 Infrastructure (big data) Dt&Rt Data Dt&Rt Data Dt&Rt Data IoT Components (data producers) Descriptive Models IoT Components (data producers) Optimiza zion Models Predictive Models 1
  • 31. Henry Muccini – GSSI «Smart City Looks like…» 2019 33 Models 33 UnivAQ Models for Uffizi Numerosita’ storica 36 mesi #distribuzione arrivi nella mattina # prenotati # meteo # tempi di visita Checkpoint interni No show Descriptive Predictive Adaptive 2
  • 32. Henry Muccini – GSSI «Smart City Looks like…» 2019 34 Human Factors3
  • 33. Henry Muccini – GSSI «Smart City Looks like…» 2019 35
  • 34. Henry Muccini – GSSI «Smart City Looks like…» 2019 36 Queues: before and after Before After
  • 35.
  • 36. Henry Muccini, CEO and founder info@nexpecto.com
  • 37. Henry Muccini – GSSI «Smart City Looks like…» 2019 39 Our Mission Services MobiTick Multi-Site Monitoro Expecto Pianifico nEmergency Goals Avoid Queues in complex scenarios Increase urban security Ridistribute human flows nExpecto S.r.l. produces ICT research-based solutions for monitoring and controlling human flows in open and closed spaces
  • 38. Henry Muccini – GSSI «Smart City Looks like…» 2019 40 The nExpecto team ►Gianluca Scatena ►Francesco Tarquini ►Maurizio Maravalle ►Fabrizio Rossi ►Giorgio Lattanzi ►Giacomo Cerquone ►Giulio Nazzicone ►Gioacchino Castorio ►Stefano Martella ►Mahyar Tourchi ►Karthik Vaidyanathan ►Mirco Franzago ►Mohammad Sharaf ►Henry Muccini
  • 39. Dipartimento di Ingegneria e Scienze Università degli Studi dell’Aquila dell’Informazione e Matematica Part III: Engineering Cyber Physical Spaces
  • 40. Henry Muccini – GSSI «Smart City Looks like…» 2019 42 Infrastructure (big data) Dt&Rt Data Dt&Rt Data Dt&Rt Data IoT Components (data producers) Descriptive Models IoT Components (data producers) Optimiza zion Models Predictive Models 1
  • 41. Henry Muccini – GSSI «Smart City Looks like…» 2019 43 (for crowd management)
  • 42. Henry Muccini – GSSI «Smart City Looks like…» 2019 44 Cyber Physical Space: examples https://www.youtube.com/watch?v=tgULkozh32UOngoing work at Turku University, Finland
  • 43. Henry Muccini – GSSI «Smart City Looks like…» 2019 45 Overall: technical Physical Space Cyber Physical Space
  • 44. Henry Muccini – GSSI «Smart City Looks like…» 2019 46 Overall: decision making - Which solution is more e.g. energy efficient? - Which architecture decisions may limit the amount of data created, transferred, and analyzed? - Which communication topology to use? Cyber Physical Space
  • 45. Henry Muccini – GSSI «Smart City Looks like…» 2019 47 47 Software Architecture Model SAML HW Model HWML Physical Space Model SPML CAPS Modeling languages Software Hardware Space
  • 46. Henry Muccini – GSSI «Smart City Looks like…» 2019 48 CAPS
  • 47. Henry Muccini – GSSI «Smart City Looks like…» 2019 49 CAPS simulation
  • 48. Henry Muccini – GSSI «Smart City Looks like…» 2019 50 #MADEinUnivAQ