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watch?v=EPM6v_J-0sM 
© 2014 International Business Machines Corporation 2
BIG DATA 
Fra Kaos til Innsikt 
Robin Hemmingsen 
Big Data & Analytics 
IBM Norge
Strukturert Data
Ustrukturert Data...
Hvor kommer all data fra? 
© 2014 International Business Machines Corporation
Big Data: Mer enn bare volum 
Volum Hastighet Variasjon Pålitelighet 
© 2014 International Business Machines Corporation
Information will be the 'oil of the 21st 
century.’ 
Page 
11 
Gartner
Ta bedre beslutninger.... 
© 2014 International Business Machines Corporation
Tenk dere om litt... 
© 2014 International Business Machines Corporation
Hvordan er dette i dag.....?
Så hvorfor er det slik hos bedrifter.....?
Video: 
https://www.youtube.com/watch? 
v=8SJQtn4RO7I
© 2014 International Business Machines Corporation
Video: 
https://www.youtube.com/watch? 
v=TBjNzJEWpCI
Video: 
https://www.youtube.com/watch? 
v=DJT7ZIh9jm8
Video: 
https://www.youtube.com/watch? 
v=ZiqY7p1v950
Fremtidens 
beslutningsstøtte 
© 2014 International Business Machines Corporation
En ny verden verden innenfor databehandling.... 
1900 1950 2011 
© 2014 International Business Machines Corporation
Kognitiv Databehandling... 
“Applying human-like characteristics to conveying and manipulating 
ideas, that when combined with the inherent strengths of digital 
computing can address problems with higher accuracy, more 
resilience, and on a massive scale over very large bodies of 
information” 
© 2014 International Business Machines Corporation
2011 
© 2014 International Business Machines Corporation
1 Hva er utfordringene....? 
Forstå naturlig 
språk og 
menneskelig 
kommunikasjon 
Tilpasse og lære 
fra brukervalg og 
respons 
© 2014 International Business Machines Corporation 
2 
3 
Generer og 
evaluerer 
hypoteser basert 
på evaluert 
bevismateriale
2014 – Vi er allerede her 
© 2014 International Business Machines Corporation
Robin 
Hemmingsen 
IBM 
Norway 
Rosenholmveien 
25 
Business 
Partner 
Manager 
1414 
Kolbotn 
Big 
Data 
& 
Analy9cs 
So;ware 
Group 
Mobile: 
+47 
48 
17 
77 
78 
IBM 
Norway 
robin.hemmingsen@no.ibm.com 
http://© 2014 International Business Machines Corporation www.ibm.com/watson

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