Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie

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Erik Boertjes (TNO) @ Tech Update Big Data Visualisatie

  1. 1. 28/04/2014 1 Visualisatie van Big Data Erik Boertjes
  2. 2. 28/04/2014 2
  3. 3. 28/04/2014 3 visualisatie 1000 AD
  4. 4. 28/04/2014 4 1400 1600
  5. 5. 28/04/2014 5 18001700 1900
  6. 6. 28/04/2014 6 1970 1980 1970
  7. 7. 28/04/2014 7 1990 2000 Marcos Weskamp, Newsmap Aaron Koblin, Flight patterns Martin Wattenberg, Baby name voyager
  8. 8. 28/04/2014 8 2011 2012
  9. 9. 28/04/2014 9 2013 rekenkracht data tijd big data Bron: Elmar Eisemann olumeV elocityV arietyV eracityV isualisatieV
  10. 10. 28/04/2014 10 olumeV 1.000.000 = BIG? olumeV 1.000.000 = BIG?
  11. 11. 28/04/2014 11 olumeV 1.000.000 = BIG? http://toddham.com/blog/iwatch-concept/ overplotting
  12. 12. 28/04/2014 12 pixel-gebaseerde visualisatie tt pixel-gebaseerde visualisatie t
  13. 13. 28/04/2014 13 tijd tijd 06:00 00:00 06:00
  14. 14. 28/04/2014 14 tijd 06:00 00:00 06:00 data reductie: binning Liu,Jiang,Heer, imMens: Real-timeVisual Querying of Big Data
  15. 15. 28/04/2014 15 476 1 87 22
  16. 16. 28/04/2014 16 0 1000 0 1000
  17. 17. 28/04/2014 17 elocityV 1.000.000 = BIG?
  18. 18. 28/04/2014 18 elocityV 1.000.000 = BIG? 00:06:0000 elocityV 1.000.000 = BIG? 00:00:0020
  19. 19. 28/04/2014 19 GPU databases WebGL render clouds GPU databases WebGL render clouds
  20. 20. 28/04/2014 20 incrementele visualisatie Fisher et al, Trust me, I’m partiallyright: Incremental VisualizationLets Analysts Explore Large Datasets Faster incrementele visualisatie
  21. 21. 28/04/2014 21 incrementele visualisatie incrementele visualisatie
  22. 22. 28/04/2014 22 incrementele visualisatie arietyV 1.000.000 = BIG?
  23. 23. 28/04/2014 23 arietyV 1.000.000 = BIG? arietyV 1.000.000 = BIG?
  24. 24. 28/04/2014 24 eracityV 1.000.000 = BIG? eracityV 1.000.000 = BIG?
  25. 25. 28/04/2014 25 eracityV 1.000.000 = BIG? onzekerheidsvisualisatie onzeker zeker
  26. 26. 28/04/2014 26 onzekerheidsvisualisatie Tak, Toet, Van Erp, The Perception of Visual UncertaintyRepresentation by Non-Experts 2013 rekenkracht data tijd log big data Bron: Elmar Eisemann
  27. 27. 28/04/2014 27 2014 uitdagingen 2014
  28. 28. 28/04/2014 28 2014 nieuwe domeinen Cyber security Gezondheid (quantified self) 2014 voor en door iedereen
  29. 29. 28/04/2014 29 stats.oecd.org/OECDregionalstatistics stats.oecd.org/OECDregionalstatistics
  30. 30. 28/04/2014 30 Heer, Voyagers and Voyeurs: Supporting Asynchronous CollaborativeInformation Visualization tot slot Minority Report
  31. 31. 28/04/2014 31 tot slot Minority Report Iron Man II
  32. 32. 28/04/2014 32 erik.boertjes@tno.nl ? 2014

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