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Mobility Data Space
Tourismus Fast Forward 2023
Data Monetization
Michael Schäfer, CEO/CTO Mobility Data Space
30. November 2023
Mobility Data Space
Austria is (almost) there! (?)
2
Mobility Data Space
Digital Usage Around the World
3
2021 Global Overview Report, Datareportal, We Are Social
Mobility Data Space
Mobility Data Space
Agenda
What is „Data Monetization“?
5
1
What are the constraints?
2
A great opportunity for the tourism industry?/!
3
Actual Data Monetization
4
What‘s up now?
6
Mobility Data Space
5
Mobility Data Space
What is Data Monetization and the related strategy?
6
Data monetization is the
process where company-
generated data is used to
create a measurable
economic benefit. This
can include selling data to
third parties or using data
internally to improve
processes or realize new
innovation opportunities.
*https://www.talend.com/resources/data-monetization
Mobility Data Space
Data strategy – an example
TT.MM.JJJJ | Autor | Name der Präsentation 7
Q1 2024 Q2 2024 Q3 2024 Q4 2024
Mobility Data Space
Take profit from Data Monetization and gain advantage!
8
Benefits Domains
Mobility Data Space
Business models for Data Monetization and opportunities
9
Mobility Data Space 10
Your Data Is Crucial to a Digital Age. Shouldn’t You Be Paid for It?
Finally …
Mobility Data Space
Agenda
What is „Data Monetization“?
11
1
What are the constraints?
2
A great opportunity for the tourism industry?/!
3
Actual Data Monetization
4
What‘s up now?
6
Mobility Data Space
5
Mobility Data Space
European laws and regulatory - let‘s break it down
12
Mobility Data Space
Laws … laws … laws ….
TT.MM.JJJJ | Autor | Name der Präsentation 13
Mobility Data Space
Technical foundation for Data Monetization
*https://www.analytics8.com/
14
Mobility Data Space
Agenda
What is „Data Monetization“?
15
1
What are the constraints?
2
A great opportunity for the tourism industry?/!
3
Actual Data Monetization
4
What‘s up now?
6
Mobility Data Space
5
Mobility Data Space
Situation in Tourism industry
TT.MM.JJJJ | Autor | Name der Präsentation 16
Mobility Data Space
Overall almost discovered from the Pandemia…
17
6.5%
Mobility Data Space
Tourismus in Österreich, 2011-2022
TT.MM.JJJJ | Autor | Name der Präsentation 18
Mobility Data Space
Veränderung der Anzahl der Ankünfte von Oktober 2022 bis Oktober 2023
19
Mobility Data Space
7 Emerging tech trends of digital transformation in the Tourism sector
20
• Mobile App to Drive Sales
• Internet of Things – IoT
• Social Media and Travel Bookings
• Artificial Intelligence(AI) and Chatbot
• Augmented and Virtual Reality Marketing
• Voice Search and Control
• Contactless Payments
Many new technological trends are reshaping the travel and tourism industry. However,
the trends mentioned before had a greater impact than other trends. It is vital for
tourism-related companies and businesses to become acquainted with these emerging
trends as soon as possible in order to improve themselves in the industry.
Mobility Data Space
10 tips to go digital in the tourism sector
What is digitalization in tourism?
Use the right tools to operate your business on a day-to-day basis
Maintain vigilance with robust online security
Establish a digital marketing strategy for your tourism business
Sell tourism products online
Make your website mobile-friendly
Develop mobile self-guided tours for smartphones
Gather and analyze big data usefully
Conduct market research using online sources to build knowledge
Interesting technologies in the tourism sector
TT.MM.JJJJ | Autor | Name der Präsentation 21
Mobility Data Space
Opportunities, Difficulties, Motivations and Obstacles of Digitalisation for SMEs
22
Mobility Data Space
Establish a digital marketing strategy for your tourism business
23
Mobility Data Space
Process of Booking Trips/Tours Online
24
Mobility Data Space
Agenda
What is „Data Monetization“?
25
1
What are the constraints?
2
A great opportunity for the tourism industry?/!
3
Actual Data Monetization
4
What‘s up now?
6
Mobility Data Space
5
Mobility Data Space
Data Monetization is a process
26
Mobility Data Space
Data processing is not cheap … but cheaper than omitting it!
27
Mobility Data Space
Currencies for data
TT.MM.JJJJ | Autor | Name der Präsentation 28
Money
More tourists – also compared to competition
More revenue
Mobility Data Space
Agenda
What is „Data Monetization“?
29
1
What are the constraints?
2
A great opportunity for the tourism industry?/!
3
Actual Data Monetization
4
What‘s up now?
6
Mobility Data Space
5
30
Challenges
31
The Mobility Data Space is an
independent marketplace for the
exchange of mobility data. The data
platform enables the mobility of tomorrow
by providing a secure environment for
sovereign data exchange.
Role of the MDS
Mobility Data Space 32
Innovative services,
products, analysis, etc.
Trusted
infrastructure
Partner &
Community
Data relevant
for mobility
+
+ =
MDS - The Formula for Data Economics
Mobility Data Space
20% from outer Germany
Mobility
service
provider
Public
authorities
Automotive
industry
Logistics
Environmental
data providers
Energy
industry
Insuring
Consulting
Research
Mobility data
providers
IT service
providers
> 150
Mobility Data Space
Interoperability | Ecosystems of Data Spaces
34
European constraints and further initiatives
Data Spaces and platforms Mobility
Further
domains
in
the
queue
Culture
Health
Further domains …
* NAPCORE is actually not a data space but a harmonization project containing the European National Access Points (NAP)
*
Mobility Data Space
Tons of data relevant for mobility
35
Mobility Data Space 36
Search & offer of mobility data in
the catalogue
Negotiating the conditions of
the contractual partners
Data transfers via an interface
of the MDS Connector
on-premise or browser-based
Sovereign data exchange
Customer Journey and Technical Infrastructure
Mobility Data Space 37
Ease of use and operations
EDC Connector (on premise)
• Open source software component that
enables secure, simple and efficient
connection between partners/participants
• Usage is simple, reliable and highly
scalableDecentralized architecture =
guarantee of sovereignty
Connector as a Service (cloud based)
• Browser-based service with own user profile
• Fast and easy data exchange and
synchronization between systems
• Connectors are preconfigured and ready to
use
• Can be operated with hardly any IT
knowledge
• Decentralized architecture = guarantee of
sovereignty
Download
certificate
install and
configure EDC
Offer and consume
data
Adopt CaaS and profile
Offer and consume
data
Mobility Data Space 38
Fleet management Pay as you drive
Description:
OEMs provide relevant data (mileage, fuel
levels, etc.) to fleet management service
providers in a standardized form.
Objective:
providing similar data packages for easier
usage by fleet management service providers.
Partners involved:
OEMs, fleet management service providers
Description:
Driving behavior records are supplied from
the vehicle to insurers for risk assessment,
on this basis customized insurance policies
can be designed.
Objective:
customized and customer-friendly
insurance products based on actual
individual driving behavior.
Partners involved:
OEMs, insurers
Improvement of
charging point data
Description:
delivery of geo data points and charging
information from OEMs to map service
providers.
Objective:
updating the geo-positions of the charging
stations entered in the navigation system..
Partners involved:
OEMs, map service providers
Sample Use Cases
Mobility Data Space
Key Performance Indicators | General Development
42
101
200
0
50
100
150
200
250
Jan 23 Feb 23 Mrz 23 Apr 23 Mai 23 Jun 23 Jul 23
Shop window
Mobilithek
(German National Access Point)
VDA Base data
Some new customers:
• City of Gelsenkirchen
• TIER Mobility SE
• City of Hamburg &Hamburger
Hochbahn AG
• IW Consult – Institut der dt. Wirtschaft
• Invenium Data Insights GmbH
• Mitsubishi Electric Europe B.V.
• IBM
39 40 42
47
52
57 59 62
69
75
83
97 107
26
33
45
51
59
63
68
77 78
85
96 95
108
Jun 22 Jul 22 Aug 22 Sep 22 Okt 22 Nov 22 Dez 22 Jan 23 Feb 23 Mrz 23 Apr 23 Mai 23 Jun 23
Customer scaling and „Leads“
Teilnehmer Leads (in Vertragsphase)
4
4
3
6
10
13
15 15
16
17 17 17
16
17
21
0
5
10
15
20
25
0
5
10
15
20
25
Jun
22
Jul 22 Aug
22
Sep
22
Okt 22 Nov
22
Dez
22
Jan
23
Feb
23
Mrz
23
Apr 23 Mai
23
Jun
23
Use cases
Echte Use Cases Katalogbefüllung Summe Use Cases und Katalogbefüllung
>150
Mobility Data Space
Impact on the switch to electromobility
Real life obstacles:
• Many trips to charging curtains are unsuccessful →
charging station search traffic
• Longer trips must be planned very well
• Can the vehicle be charged at home or in the immediate
vicinity? Especially also in rural areas
Further limitations:
• High initial cost
• Limited range and high charging times (“refueling”)
• Limitations of battery technology and supply chain
• Consumer perception and awareness: many consumers
still have misconceptions or limited knowledge about
electric vehicles
40
Shift to e-mobility
sale of e-cars
Cleaner city centers
Environmental protection
Obstacles for …
Hey kids, turn off all your
gadgets! Dad gotta go to
work by car tomorrow
Mobility Data Space
Where is the next charging station?
The GEO locations of more than 20% of the existing charging ocations are incorrect*
Note (*): Eco-Movement research on DC chargers in selected European countries, 2022 41
Insufficient or incorrect data of the charging infrastructure information in the satnavs lead to
"poor experience" of drivers of e-cars and prevent people from switching to e-mobility
Challenge
Mobility Data Space
Can I access the charging station?
42
Mobility Data Space
Suitable plug / socket, charging power, pricing?
43
Mobility Data Space
Case
• Correction of the charging stations’ geo-positions
provided by the satnavs and the fleet data of the OEMs
Benefits
• Increasing the social acceptance of e-mobility by greater
convenience when searching for available charging
stations
• Reduction of inner-city charging station search traffic
Charging station
infrastructure & reduction
of inner-city search traffic
Participants
• BMW​, Mercedes-Benz, Hubject​, TomTom​, HERE​,
Parkopedia​, Eco-Movement, Digital Charging Solutions
MDS‘ role
• independant actor
• Manage M:N relationships with one interface
• Monetization of data
• Networking and additional sales channel
45
AI / Real time scenario sample: autonomous driving
46
AI / Real time scenario sample: autonomous driving
• Cars
• Bikes
• Lorries
• Buses
• Pedestrians
• Traffic lights
• Congestions
• Roadside
• Topology
• Crosswalks
• .
• .
• .
47
AI / Real time scenario sample: autonomous driving
Peer-2-peer data transmission with cooperative behavior
48
AI / Real time scenario sample: autonomous driving
… using a data space
Mobility Data Space
Key Performance Indicators | General Development
42
101
200
0
50
100
150
200
250
Jan 23 Feb 23 Mrz 23 Apr 23 Mai 23 Jun 23 Jul 23
Shop window
Mobilithek
(German National Access Point)
VDA Base data
Some new customers:
• City of Gelsenkirchen
• TIER Mobility SE
• City of Hamburg &Hamburger
Hochbahn AG
• IW Consult – Institut der dt. Wirtschaft
• Invenium Data Insights GmbH
• Mitsubishi Electric Europe B.V.
• IBM
39 40 42
47
52
57 59 62
69
75
83
97 107
26
33
45
51
59
63
68
77 78
85
96 95
108
Jun 22 Jul 22 Aug 22 Sep 22 Okt 22 Nov 22 Dez 22 Jan 23 Feb 23 Mrz 23 Apr 23 Mai 23 Jun 23
Customer scaling and „Leads“
Teilnehmer Leads (in Vertragsphase)
4
4
3
6
10
13
15 15
16
17 17 17
16
17
21
0
5
10
15
20
25
0
5
10
15
20
25
Jun
22
Jul 22 Aug
22
Sep
22
Okt 22 Nov
22
Dez
22
Jan
23
Feb
23
Mrz
23
Apr 23 Mai
23
Jun
23
Use cases
Echte Use Cases Katalogbefüllung Summe Use Cases und Katalogbefüllung
>150
Mobility Data Space
Agenda
What is „Data Monetization“?
50
1
What are the constraints?
2
A great opportunity for the tourism industry?/!
3
Actual Data Monetization
4
What‘s up now?
6
Mobility Data Space
5
Mobility Data Space
What‘s up now?
TT.MM.JJJJ | Autor | Name der Präsentation 51
• What is the data you‘re acquiring or even „possessing“?
• How much do you pay in order to acquire and process the data?
• What are you using it for and would you be allowed to use / re-use it?
• What further app scenarios could you think of for your data?
• What would you expect to get for the data once you share it?
Macht gleich mit beim „Vom Reden ins tun kommen“
lasst uns an Antworten für die Fragen arbeiten!
info@mobility-dataspace.eu
www.mobility-dataspace.eu
DRM Datenraum Mobilität GmbH
Karolinenplatz 4
D-80333 München

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TFF2023 - Navigating Tourism Data Nexus

  • 1. Mobility Data Space Tourismus Fast Forward 2023 Data Monetization Michael Schäfer, CEO/CTO Mobility Data Space 30. November 2023
  • 2. Mobility Data Space Austria is (almost) there! (?) 2
  • 3. Mobility Data Space Digital Usage Around the World 3 2021 Global Overview Report, Datareportal, We Are Social
  • 5. Mobility Data Space Agenda What is „Data Monetization“? 5 1 What are the constraints? 2 A great opportunity for the tourism industry?/! 3 Actual Data Monetization 4 What‘s up now? 6 Mobility Data Space 5
  • 6. Mobility Data Space What is Data Monetization and the related strategy? 6 Data monetization is the process where company- generated data is used to create a measurable economic benefit. This can include selling data to third parties or using data internally to improve processes or realize new innovation opportunities. *https://www.talend.com/resources/data-monetization
  • 7. Mobility Data Space Data strategy – an example TT.MM.JJJJ | Autor | Name der Präsentation 7 Q1 2024 Q2 2024 Q3 2024 Q4 2024
  • 8. Mobility Data Space Take profit from Data Monetization and gain advantage! 8 Benefits Domains
  • 9. Mobility Data Space Business models for Data Monetization and opportunities 9
  • 10. Mobility Data Space 10 Your Data Is Crucial to a Digital Age. Shouldn’t You Be Paid for It? Finally …
  • 11. Mobility Data Space Agenda What is „Data Monetization“? 11 1 What are the constraints? 2 A great opportunity for the tourism industry?/! 3 Actual Data Monetization 4 What‘s up now? 6 Mobility Data Space 5
  • 12. Mobility Data Space European laws and regulatory - let‘s break it down 12
  • 13. Mobility Data Space Laws … laws … laws …. TT.MM.JJJJ | Autor | Name der Präsentation 13
  • 14. Mobility Data Space Technical foundation for Data Monetization *https://www.analytics8.com/ 14
  • 15. Mobility Data Space Agenda What is „Data Monetization“? 15 1 What are the constraints? 2 A great opportunity for the tourism industry?/! 3 Actual Data Monetization 4 What‘s up now? 6 Mobility Data Space 5
  • 16. Mobility Data Space Situation in Tourism industry TT.MM.JJJJ | Autor | Name der Präsentation 16
  • 17. Mobility Data Space Overall almost discovered from the Pandemia… 17 6.5%
  • 18. Mobility Data Space Tourismus in Österreich, 2011-2022 TT.MM.JJJJ | Autor | Name der Präsentation 18
  • 19. Mobility Data Space Veränderung der Anzahl der Ankünfte von Oktober 2022 bis Oktober 2023 19
  • 20. Mobility Data Space 7 Emerging tech trends of digital transformation in the Tourism sector 20 • Mobile App to Drive Sales • Internet of Things – IoT • Social Media and Travel Bookings • Artificial Intelligence(AI) and Chatbot • Augmented and Virtual Reality Marketing • Voice Search and Control • Contactless Payments Many new technological trends are reshaping the travel and tourism industry. However, the trends mentioned before had a greater impact than other trends. It is vital for tourism-related companies and businesses to become acquainted with these emerging trends as soon as possible in order to improve themselves in the industry.
  • 21. Mobility Data Space 10 tips to go digital in the tourism sector What is digitalization in tourism? Use the right tools to operate your business on a day-to-day basis Maintain vigilance with robust online security Establish a digital marketing strategy for your tourism business Sell tourism products online Make your website mobile-friendly Develop mobile self-guided tours for smartphones Gather and analyze big data usefully Conduct market research using online sources to build knowledge Interesting technologies in the tourism sector TT.MM.JJJJ | Autor | Name der Präsentation 21
  • 22. Mobility Data Space Opportunities, Difficulties, Motivations and Obstacles of Digitalisation for SMEs 22
  • 23. Mobility Data Space Establish a digital marketing strategy for your tourism business 23
  • 24. Mobility Data Space Process of Booking Trips/Tours Online 24
  • 25. Mobility Data Space Agenda What is „Data Monetization“? 25 1 What are the constraints? 2 A great opportunity for the tourism industry?/! 3 Actual Data Monetization 4 What‘s up now? 6 Mobility Data Space 5
  • 26. Mobility Data Space Data Monetization is a process 26
  • 27. Mobility Data Space Data processing is not cheap … but cheaper than omitting it! 27
  • 28. Mobility Data Space Currencies for data TT.MM.JJJJ | Autor | Name der Präsentation 28 Money More tourists – also compared to competition More revenue
  • 29. Mobility Data Space Agenda What is „Data Monetization“? 29 1 What are the constraints? 2 A great opportunity for the tourism industry?/! 3 Actual Data Monetization 4 What‘s up now? 6 Mobility Data Space 5
  • 31. 31 The Mobility Data Space is an independent marketplace for the exchange of mobility data. The data platform enables the mobility of tomorrow by providing a secure environment for sovereign data exchange. Role of the MDS
  • 32. Mobility Data Space 32 Innovative services, products, analysis, etc. Trusted infrastructure Partner & Community Data relevant for mobility + + = MDS - The Formula for Data Economics
  • 33. Mobility Data Space 20% from outer Germany Mobility service provider Public authorities Automotive industry Logistics Environmental data providers Energy industry Insuring Consulting Research Mobility data providers IT service providers > 150
  • 34. Mobility Data Space Interoperability | Ecosystems of Data Spaces 34 European constraints and further initiatives Data Spaces and platforms Mobility Further domains in the queue Culture Health Further domains … * NAPCORE is actually not a data space but a harmonization project containing the European National Access Points (NAP) *
  • 35. Mobility Data Space Tons of data relevant for mobility 35
  • 36. Mobility Data Space 36 Search & offer of mobility data in the catalogue Negotiating the conditions of the contractual partners Data transfers via an interface of the MDS Connector on-premise or browser-based Sovereign data exchange Customer Journey and Technical Infrastructure
  • 37. Mobility Data Space 37 Ease of use and operations EDC Connector (on premise) • Open source software component that enables secure, simple and efficient connection between partners/participants • Usage is simple, reliable and highly scalableDecentralized architecture = guarantee of sovereignty Connector as a Service (cloud based) • Browser-based service with own user profile • Fast and easy data exchange and synchronization between systems • Connectors are preconfigured and ready to use • Can be operated with hardly any IT knowledge • Decentralized architecture = guarantee of sovereignty Download certificate install and configure EDC Offer and consume data Adopt CaaS and profile Offer and consume data
  • 38. Mobility Data Space 38 Fleet management Pay as you drive Description: OEMs provide relevant data (mileage, fuel levels, etc.) to fleet management service providers in a standardized form. Objective: providing similar data packages for easier usage by fleet management service providers. Partners involved: OEMs, fleet management service providers Description: Driving behavior records are supplied from the vehicle to insurers for risk assessment, on this basis customized insurance policies can be designed. Objective: customized and customer-friendly insurance products based on actual individual driving behavior. Partners involved: OEMs, insurers Improvement of charging point data Description: delivery of geo data points and charging information from OEMs to map service providers. Objective: updating the geo-positions of the charging stations entered in the navigation system.. Partners involved: OEMs, map service providers Sample Use Cases
  • 39. Mobility Data Space Key Performance Indicators | General Development 42 101 200 0 50 100 150 200 250 Jan 23 Feb 23 Mrz 23 Apr 23 Mai 23 Jun 23 Jul 23 Shop window Mobilithek (German National Access Point) VDA Base data Some new customers: • City of Gelsenkirchen • TIER Mobility SE • City of Hamburg &Hamburger Hochbahn AG • IW Consult – Institut der dt. Wirtschaft • Invenium Data Insights GmbH • Mitsubishi Electric Europe B.V. • IBM 39 40 42 47 52 57 59 62 69 75 83 97 107 26 33 45 51 59 63 68 77 78 85 96 95 108 Jun 22 Jul 22 Aug 22 Sep 22 Okt 22 Nov 22 Dez 22 Jan 23 Feb 23 Mrz 23 Apr 23 Mai 23 Jun 23 Customer scaling and „Leads“ Teilnehmer Leads (in Vertragsphase) 4 4 3 6 10 13 15 15 16 17 17 17 16 17 21 0 5 10 15 20 25 0 5 10 15 20 25 Jun 22 Jul 22 Aug 22 Sep 22 Okt 22 Nov 22 Dez 22 Jan 23 Feb 23 Mrz 23 Apr 23 Mai 23 Jun 23 Use cases Echte Use Cases Katalogbefüllung Summe Use Cases und Katalogbefüllung >150
  • 40. Mobility Data Space Impact on the switch to electromobility Real life obstacles: • Many trips to charging curtains are unsuccessful → charging station search traffic • Longer trips must be planned very well • Can the vehicle be charged at home or in the immediate vicinity? Especially also in rural areas Further limitations: • High initial cost • Limited range and high charging times (“refueling”) • Limitations of battery technology and supply chain • Consumer perception and awareness: many consumers still have misconceptions or limited knowledge about electric vehicles 40 Shift to e-mobility sale of e-cars Cleaner city centers Environmental protection Obstacles for … Hey kids, turn off all your gadgets! Dad gotta go to work by car tomorrow
  • 41. Mobility Data Space Where is the next charging station? The GEO locations of more than 20% of the existing charging ocations are incorrect* Note (*): Eco-Movement research on DC chargers in selected European countries, 2022 41 Insufficient or incorrect data of the charging infrastructure information in the satnavs lead to "poor experience" of drivers of e-cars and prevent people from switching to e-mobility Challenge
  • 42. Mobility Data Space Can I access the charging station? 42
  • 43. Mobility Data Space Suitable plug / socket, charging power, pricing? 43
  • 44. Mobility Data Space Case • Correction of the charging stations’ geo-positions provided by the satnavs and the fleet data of the OEMs Benefits • Increasing the social acceptance of e-mobility by greater convenience when searching for available charging stations • Reduction of inner-city charging station search traffic Charging station infrastructure & reduction of inner-city search traffic Participants • BMW​, Mercedes-Benz, Hubject​, TomTom​, HERE​, Parkopedia​, Eco-Movement, Digital Charging Solutions MDS‘ role • independant actor • Manage M:N relationships with one interface • Monetization of data • Networking and additional sales channel
  • 45. 45 AI / Real time scenario sample: autonomous driving
  • 46. 46 AI / Real time scenario sample: autonomous driving • Cars • Bikes • Lorries • Buses • Pedestrians • Traffic lights • Congestions • Roadside • Topology • Crosswalks • . • . • .
  • 47. 47 AI / Real time scenario sample: autonomous driving Peer-2-peer data transmission with cooperative behavior
  • 48. 48 AI / Real time scenario sample: autonomous driving … using a data space
  • 49. Mobility Data Space Key Performance Indicators | General Development 42 101 200 0 50 100 150 200 250 Jan 23 Feb 23 Mrz 23 Apr 23 Mai 23 Jun 23 Jul 23 Shop window Mobilithek (German National Access Point) VDA Base data Some new customers: • City of Gelsenkirchen • TIER Mobility SE • City of Hamburg &Hamburger Hochbahn AG • IW Consult – Institut der dt. Wirtschaft • Invenium Data Insights GmbH • Mitsubishi Electric Europe B.V. • IBM 39 40 42 47 52 57 59 62 69 75 83 97 107 26 33 45 51 59 63 68 77 78 85 96 95 108 Jun 22 Jul 22 Aug 22 Sep 22 Okt 22 Nov 22 Dez 22 Jan 23 Feb 23 Mrz 23 Apr 23 Mai 23 Jun 23 Customer scaling and „Leads“ Teilnehmer Leads (in Vertragsphase) 4 4 3 6 10 13 15 15 16 17 17 17 16 17 21 0 5 10 15 20 25 0 5 10 15 20 25 Jun 22 Jul 22 Aug 22 Sep 22 Okt 22 Nov 22 Dez 22 Jan 23 Feb 23 Mrz 23 Apr 23 Mai 23 Jun 23 Use cases Echte Use Cases Katalogbefüllung Summe Use Cases und Katalogbefüllung >150
  • 50. Mobility Data Space Agenda What is „Data Monetization“? 50 1 What are the constraints? 2 A great opportunity for the tourism industry?/! 3 Actual Data Monetization 4 What‘s up now? 6 Mobility Data Space 5
  • 51. Mobility Data Space What‘s up now? TT.MM.JJJJ | Autor | Name der Präsentation 51 • What is the data you‘re acquiring or even „possessing“? • How much do you pay in order to acquire and process the data? • What are you using it for and would you be allowed to use / re-use it? • What further app scenarios could you think of for your data? • What would you expect to get for the data once you share it? Macht gleich mit beim „Vom Reden ins tun kommen“ lasst uns an Antworten für die Fragen arbeiten!
  • 52.