2. Big Data
“Big Data is a vague term, used loosely, if often, these days.
But put simply, the catchall phrase means three things.
First, it is a bundle of technologies. Second, it is a potential
revolution in measurement. And third, it is a point of view,
or philosophy, about how decisions will be — and perhaps
should be — made in the future”
— Steve Lohr
http://bits.blogs.nytimes.com/2013/06/19/sizing-up-big-data-broadening-beyond-the-internet
3. … a bundle of technologies …
“Big Data is a vague term, used loosely, if often, these days.
But put simply, the catchall phrase means three things.
First, it is a bundle of technologies. Second, it is a potential
revolution in measurement. And third, it is a point of view,
or philosophy, about how decisions will be — and perhaps
should be — made in the future”
— Steve Lohr
http://bits.blogs.nytimes.com/2013/06/19/sizing-up-big-data-broadening-beyond-the-internet
5. … a bundle of technologies …
Logs
Distributed Processing
6. … a bundle of technologies …
Searches
Predictive Analytics
http://www.forbes.com/sites/stevensalzberg/2014/03/23/why-google-flu-is-a-failure/
7. … a bundle of technologies …
Open Data
data.overheid.nl
opendata.cbs.nl
http://www.rtlnieuws.nl/nieuws/binnenland/bekijk-de-cito-score-van-jouw-school
Wat is open data?
•De data is openbaar;
•Er berust geen auteursrecht of andere rechten
van derden op;
•De data zijn bekostigd uit publieke middelen,
beschikbaar gesteld voor de uitvoering van die
taak;
•De data voldoen bij voorkeur aan ‘open
standaarden’ (geen barrières voor het gebruik
door ICT-gebruikers of door ICT-aanbieders);
•Open Data is bij voorkeur computer-leesbaar,
zodat zoekmachines informatie in
documenten kunnen vinden.
8. … a bundle of technologies …
Data Services
Web APIs
http://www.apiacademy.co/lessons/api-strategy/what-api
9. … a bundle of technologies …
https://www.iminds.be/en/succeed-with-digital-research/city-of-things
Location
Movement
GPS
Triangulation
Event Stream Processing
10. … a bundle of technologies …
“Paperwork”
E.g. Patient Records
Natural Language Processing
Text Mining
11. … a revolution in measurement …
“Big Data is a vague term, used loosely, if often, these days.
But put simply, the catchall phrase means three things.
First, it is a bundle of technologies. Second, it is a potential
revolution in measurement. And third, it is a point of view,
or philosophy, about how decisions will be — and perhaps
should be — made in the future”
— Steve Lohr
http://bits.blogs.nytimes.com/2013/06/19/sizing-up-big-data-broadening-beyond-the-internet
12. … a revolution in measurement …
n = ? Population
Sample
Individual
13. … a revolution in measurement …
n = N Population
Sample
Individual
14. … a revolution in measurement …
http://newsroom.cumc.columbia.edu/blog/2015/06/08/data-scientists-find-connections-between-birth-month-and-health/
15. … a revolution in measurement …
n = 1 Population
Sample
Individual
16. … a revolution in measurement …
https://gigaom.com/2012/11/20/how-aetna-is-using-big-data-to-improve-patient-health/
Treatments
Prescriptions
Conditions
Claims
Screenings
Personalized
Interventions
Patient Safety
Patient Care
Patient Engagement
17. … a revolution in measurement …
HealthKit
ResearchKit
Personal Genomics Clinical Trials
Quantified Self
Patient Safety Patient Care
Patient Engagement
18. Big Data
“Big Data is a vague term, used loosely, if often, these days.
But put simply, the catchall phrase means three things.
First, it is a bundle of technologies. Second, it is a potential
revolution in measurement. And third, it is a point of view,
or philosophy, about how decisions will be — and perhaps
should be — made in the future”
— Steve Lohr
http://bits.blogs.nytimes.com/2013/06/19/sizing-up-big-data-broadening-beyond-the-internet
19. … how decisions will/should be made …
http://tweakers.net/nieuws/103172/belastingdienst-reorganiseert-maar-neemt-1500-mensen-aan-voor-data-analyse.html
20. … how decisions will/should be made …
@matthew_benham
http://nos.nl/artikel/2037026-midtjylland-verovert-eerste-deense-titel.html
21. … how decisions will/should be made …
(Big) Data Apps:
• Reports
• Dashboards
• Infographics
• Benchmarks
• Triages
• Segmentations
• Simulations
…
