際際滷

際際滷Share a Scribd company logo
Organized by the Community, for the Community.
SITECORE
SKUNKWORKS:
PERSONALIZATION
DRIVEN BY MACHINE
LEARNING
MARK STILES
ARCHITECT @ XCENTIUM
TIM BRAGA
MANAGER OF WEB DEV @ COLLETTE
Organized by the Community, for the Community.
AGE OF INTELLIGENCE
SUGCON NORTH AMERICA 2015 2
Organized by the Community, for the Community.
I, INTELLIGENT
SUGCON NORTH AMERICA 2015 3
Organized by the Community, for the Community.
JUST HOW SMART, PHONES?
SUGCON NORTH AMERICA 2015 4
Organized by the Community, for the Community.
SMART-ISH
SUGCON NORTH AMERICA 2015 5
Organized by the Community, for the Community.
WHAT IS INTELLIGENCE
SUGCON NORTH AMERICA 2015 6
Organized by the Community, for the Community.
WHAT IS INTELLIGENCE?
SUGCON NORTH AMERICA 2015 7
Organized by the Community, for the Community.
WHAT IS INTELLIGENCE?
SUGCON NORTH AMERICA 2015 8
Organized by the Community, for the Community.
INFORMED DECISIONS
SUGCON NORTH AMERICA 2015 9
Organized by the Community, for the Community.
AUTOMATION
SUGCON NORTH AMERICA 2015 10
Organized by the Community, for the Community.
INTELLIGENT AUTOMATION
SUGCON NORTH AMERICA 2015 11
Organized by the Community, for the Community.
BUILD INTELLIGENT WEBSITES?
SUGCON NORTH AMERICA 2015 12
Organized by the Community, for the Community.
CONTENT TREES
13
Organized by the Community, for the Community.
BLOOMING TREES
14
Organized by the Community, for the Community.SUGCON NORTH AMERICA 2015 15
PRAY TO
THE
DEMOGOD
Organized by the Community, for the Community.
WHATS GOING ON?
16
Organized by the Community, for the Community.
PAGE LIFECYCLE
17
Organized by the Community, for the Community.
PERSONALIZED GENOME
18
Organized by the Community, for the Community.
CREATE A POPULATION
19
Organized by the Community, for the Community.
DIVERSITY
20
Organized by the Community, for the Community.
NATURAL SELECTION
21
Organized by the Community, for the Community.
USAGE STATISTICS
22
Organized by the Community, for the Community.
RESOURCES
23
https://github.com/markstiles/
https://github.com/jsvazic/GAHelloWorld
https://markstiles.net
I, Sitecore
http://allthingssitecore.com
Organized by the Community, for the Community.
LONG LIVE THE USER GROUP!
SUGCON NORTH AMERICA 2015 24
Organized by the Community, for the Community.
GET INVOLVED
SUGCON NORTH AMERICA 2015 25
Organized by the Community, for the Community.
WHAT ELSE
SUGCON NORTH AMERICA 2015 26
Organized by the Community, for the Community.
GARTNER
SUGCON NORTH AMERICA 2015 27
Organized by the Community, for the Community.
BUILD INTELLIGENT
SUGCON NORTH AMERICA 2015 28

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Sitecore Skunkworks: Personalization using Machine Learning

  • 1. Organized by the Community, for the Community. SITECORE SKUNKWORKS: PERSONALIZATION DRIVEN BY MACHINE LEARNING MARK STILES ARCHITECT @ XCENTIUM TIM BRAGA MANAGER OF WEB DEV @ COLLETTE
  • 2. Organized by the Community, for the Community. AGE OF INTELLIGENCE SUGCON NORTH AMERICA 2015 2
  • 3. Organized by the Community, for the Community. I, INTELLIGENT SUGCON NORTH AMERICA 2015 3
  • 4. Organized by the Community, for the Community. JUST HOW SMART, PHONES? SUGCON NORTH AMERICA 2015 4
  • 5. Organized by the Community, for the Community. SMART-ISH SUGCON NORTH AMERICA 2015 5
  • 6. Organized by the Community, for the Community. WHAT IS INTELLIGENCE SUGCON NORTH AMERICA 2015 6
  • 7. Organized by the Community, for the Community. WHAT IS INTELLIGENCE? SUGCON NORTH AMERICA 2015 7
  • 8. Organized by the Community, for the Community. WHAT IS INTELLIGENCE? SUGCON NORTH AMERICA 2015 8
  • 9. Organized by the Community, for the Community. INFORMED DECISIONS SUGCON NORTH AMERICA 2015 9
  • 10. Organized by the Community, for the Community. AUTOMATION SUGCON NORTH AMERICA 2015 10
  • 11. Organized by the Community, for the Community. INTELLIGENT AUTOMATION SUGCON NORTH AMERICA 2015 11
  • 12. Organized by the Community, for the Community. BUILD INTELLIGENT WEBSITES? SUGCON NORTH AMERICA 2015 12
  • 13. Organized by the Community, for the Community. CONTENT TREES 13
  • 14. Organized by the Community, for the Community. BLOOMING TREES 14
  • 15. Organized by the Community, for the Community.SUGCON NORTH AMERICA 2015 15 PRAY TO THE DEMOGOD
  • 16. Organized by the Community, for the Community. WHATS GOING ON? 16
  • 17. Organized by the Community, for the Community. PAGE LIFECYCLE 17
  • 18. Organized by the Community, for the Community. PERSONALIZED GENOME 18
  • 19. Organized by the Community, for the Community. CREATE A POPULATION 19
  • 20. Organized by the Community, for the Community. DIVERSITY 20
  • 21. Organized by the Community, for the Community. NATURAL SELECTION 21
  • 22. Organized by the Community, for the Community. USAGE STATISTICS 22
  • 23. Organized by the Community, for the Community. RESOURCES 23 https://github.com/markstiles/ https://github.com/jsvazic/GAHelloWorld https://markstiles.net I, Sitecore http://allthingssitecore.com
  • 24. Organized by the Community, for the Community. LONG LIVE THE USER GROUP! SUGCON NORTH AMERICA 2015 24
  • 25. Organized by the Community, for the Community. GET INVOLVED SUGCON NORTH AMERICA 2015 25
  • 26. Organized by the Community, for the Community. WHAT ELSE SUGCON NORTH AMERICA 2015 26
  • 27. Organized by the Community, for the Community. GARTNER SUGCON NORTH AMERICA 2015 27
  • 28. Organized by the Community, for the Community. BUILD INTELLIGENT SUGCON NORTH AMERICA 2015 28