erik boertjes (tno) @ tech update big data visualisatie
TRANSCRIPT
![Page 1: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/1.jpg)
28/04/2014
1
Visualisatie van Big DataErik Boertjes
![Page 2: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/2.jpg)
28/04/2014
2
![Page 3: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/3.jpg)
28/04/2014
3
visualisatie
1000 AD
![Page 4: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/4.jpg)
28/04/2014
4
1400
1600
![Page 5: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/5.jpg)
28/04/2014
5
18001700
1900
![Page 6: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/6.jpg)
28/04/2014
6
1970 1980
1970
![Page 7: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/7.jpg)
28/04/2014
7
1990
2000
Marcos Weskamp, Newsmap
Aaron Koblin, Flight patterns
Martin Wattenberg, Baby name voyager
![Page 8: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/8.jpg)
28/04/2014
8
2011
2012
![Page 9: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/9.jpg)
28/04/2014
9
2013
rekenkracht
data
tijd
big data
Bron: Elmar Eisemann
olumeV
elocityV
arietyV
eracityV
isualisatieV
![Page 10: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/10.jpg)
28/04/2014
10
olumeV 1.000.000 = BIG?
olumeV 1.000.000 = BIG?
![Page 11: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/11.jpg)
28/04/2014
11
olumeV 1.000.000 = BIG?
http://toddham.com/blog/iwatch-concept/
overplotting
![Page 12: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/12.jpg)
28/04/2014
12
pixel-gebaseerde visualisatie
tt
pixel-gebaseerde visualisatie
t
![Page 13: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/13.jpg)
28/04/2014
13
tijd
tijd
06:00 00:00 06:00
![Page 14: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/14.jpg)
28/04/2014
14
tijd
06:00 00:00 06:00
data reductie: binning
Liu,Jiang,Heer, imMens: Real-time Visual Querying of Big Data
![Page 15: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/15.jpg)
28/04/2014
15
476
1
87
22
![Page 16: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/16.jpg)
28/04/2014
16
0
1000
0
1000
![Page 17: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/17.jpg)
28/04/2014
17
elocityV 1.000.000 = BIG?
![Page 18: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/18.jpg)
28/04/2014
18
elocityV 1.000.000 = BIG?
00:06:0000
elocityV 1.000.000 = BIG?
00:00:0020
![Page 19: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/19.jpg)
28/04/2014
19
GPU databases
WebGL
render clouds
GPU databases
WebGL
render clouds
![Page 20: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/20.jpg)
28/04/2014
20
incrementele visualisatie
Fisher et al, Trust me, I’m partially right: Incremental Visualization Lets Analysts Explore Large Datasets Faster
incrementele visualisatie
![Page 21: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/21.jpg)
28/04/2014
21
incrementele visualisatie
incrementele visualisatie
![Page 22: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/22.jpg)
28/04/2014
22
incrementele visualisatie
arietyV 1.000.000 = BIG?
![Page 23: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/23.jpg)
28/04/2014
23
arietyV 1.000.000 = BIG?
arietyV 1.000.000 = BIG?
![Page 24: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/24.jpg)
28/04/2014
24
eracityV 1.000.000 = BIG?
eracityV 1.000.000 = BIG?
![Page 25: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/25.jpg)
28/04/2014
25
eracityV 1.000.000 = BIG?
onzekerheidsvisualisatie
onzeker
zeker
![Page 26: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/26.jpg)
28/04/2014
26
onzekerheidsvisualisatie
Tak, Toet, Van Erp, The Perception of Visual Uncertainty Representation by Non-Experts
2013
rekenkracht
data
tijd
logbig data
Bron: Elmar Eisemann
![Page 27: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/27.jpg)
28/04/2014
27
2014
uitdagingen
2014
![Page 28: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/28.jpg)
28/04/2014
28
2014
nieuwe domeinen
Cyber security
Gezondheid (quantified self)
2014
voor en door iedereen
![Page 29: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/29.jpg)
28/04/2014
29
stats.oecd.org/OECDregionalstatistics
stats.oecd.org/OECDregionalstatistics
![Page 30: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/30.jpg)
28/04/2014
30
Heer, Voyagers and Voyeurs: Supporting Asynchronous Collaborative Information Visualization
tot slot
Minority Report
![Page 31: Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie](https://reader034.vdocument.in/reader034/viewer/2022052522/554ee588b4c905d1158b5049/html5/thumbnails/31.jpg)
28/04/2014
31
tot slot
Minority Report
Iron Man II