BTO 2016 http://www.buytourismonline.com

1. From DATA to AI:
and then to WHERE?
Euro BEINAT
Doctoral College GI-Science, University Salzburg
CS Research, Amsterdam

2. Source: Amazon.com

3. PART ONE

4. 2005 201520122010 2020
1,200 exabytes
52 exabytes
460 exabytes
8,500 exabytes
40,000 exabytes
15,000 exabytes
130 exabytes
Source: IDC

5. 2011 2016 2020
5
4
1
3
2
Billions
Number of B2B IoT connections
Source: ABI research

6. Phone
31%
Tablet
23%
Car
32%
M2M
14%
Net New
Telecom
Devices
US 1Q 2016
Source: Chheta Sharma Consulting 2016

7. 1990 20102002 2014 2020
1Gflop/s
1Tflop/s
1Pflop/s
1Eflop/s
June 2016
Sunway TaihuLight (China)
93 PetaFlops
Human brain

8. 96%
74%
Human
2010 20132012 20142011 2015
Human coded
Image recognition
Deep Learning
Neural networks
Source: ImageNet

10. Source: CB Insights

11. https://skift.com/2016/04/08/expedia-chair-barry-diller-artificial-intelligence-will-be-travels-next-big-thing/

12. PART TWO

13. AUGMENTATIONTRANSPARENCY FORESIGHT AUTONOMY

14. TRANSPARENCY

15. Source: Sviluppo Piemonte Turismo, Vodafone, CS Research

16. 16
PIEMONTE
Source: Sviluppo Piemonte Turismo, Vodafone, CS Research

17. 17
66%
Lombardia
Liguria
30%Milano
Genova
Roma
Source: Sviluppo Piemonte Turismo, Vodafone, CS Research

18. 18
FOREIGNERS ITALIANS
Source: Sviluppo Piemonte Turismo, Vodafone, CS Research

19. 19
Source: Sviluppo Piemonte Turismo, Vodafone, CS Research

20. Source: http://www.michelecoscia.com/?p=1220

21. DUOMO
BRERA
TICINESE

22. DUOMO
BRERA
TICINESE
ITALIANS FOREIGNERS
Source: Vodafone, CS Research

23. FORESIGHT

24. Dog
Cat
Fox
Wolf
Feedback
Dog
Cat
Fox
Wolf
LEARNING
USING

26. Incident
No Incident
TRAINING
Incident
32%
No Incident
68%
PREDICTING
Source: CS Research

27. Source: CS Research

29. Correct prediction
Wrong prediction
correct location predictions
for next 2 hours
81%
Source: CS Research

30. AUGMENTATION

32. Machines
massive data
profiles
matches
Stylists
unstructured data
trends
relationship
Trial box
discovery
feedback

33. Learn from
data
Learn from
experience
Surprise !
Feedback

35. AUTONOMY

43. http://articulab.hcii.cs.cmu.edu/projects/sara/

44. http://articulab.hcii.cs.cmu.edu/projects/sara/

45. PART THREE

46. REFRAMING

47. Source:
Bloomberg

48. CONTROL POINTS

49. DATA ALGORITHMS SKILLS

50. DATA ALGORITHMS SKILLS

51. Strategy
Design
Thinking
Data
Science
A.I.

52. Source: WSJ

53. NUMERICO.tech
Salzburg
Amsterdam
Amsterdam, London
CSRESEARCH