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Lookalike	
  Modeling	
  	
  
Panel	
  Discussion	
  	
  
Sherene	
  Hilal	
  
Product	
  Lead	
  
Oracle,	
  Oracle	
  Data	
  Cloud	
  	
  
July	
  18,	
  2014	
  
Presented	
  with	
  
Copyright	
  ©	
  2014	
  Oracle	
  and/or	
  its	
  affiliates.	
  All	
  rights	
  reserved.	
  	
  |	
  
Safe	
  Harbor	
  Statement	
  
The	
  following	
  is	
  intended	
  to	
  outline	
  our	
  general	
  product	
  direcNon.	
  It	
  is	
  intended	
  for	
  
informaNon	
  purposes	
  only,	
  and	
  may	
  not	
  be	
  incorporated	
  into	
  any	
  contract.	
  It	
  is	
  not	
  a	
  
commitment	
  to	
  deliver	
  any	
  material,	
  code,	
  or	
  funcNonality,	
  and	
  should	
  not	
  be	
  relied	
  upon	
  
in	
  making	
  purchasing	
  decisions.	
  The	
  development,	
  release,	
  and	
  Nming	
  of	
  any	
  features	
  or	
  
funcNonality	
  described	
  for	
  Oracle’s	
  products	
  remains	
  at	
  the	
  sole	
  discreNon	
  of	
  Oracle.	
  
Oracle	
  ConfidenNal	
  –	
  Internal/Restricted/Highly	
  Restricted	
   2	
  
Copyright	
  ©	
  2014	
  Oracle	
  and/or	
  its	
  affiliates.	
  All	
  rights	
  reserved.	
  	
  |	
  
Program	
  Agenda	
  
Panelist	
  IntroducNons	
  
Lookalike	
  Modeling	
  Overview	
  	
  
Panel	
  Discussion	
  	
  
1	
  
2	
  
3	
  
Oracle	
  ConfidenNal	
  –	
  Internal/Restricted/Highly	
  Restricted	
   3	
  
Copyright	
  ©	
  2014	
  Oracle	
  and/or	
  its	
  affiliates.	
  All	
  rights	
  reserved.	
  	
  |	
  
Program	
  Agenda	
  
Panelist	
  IntroducNons	
  
Lookalike	
  Modeling	
  Overview	
  
Panel	
  Discussion	
  
	
  
1	
  
2	
  
3	
  
Oracle	
  ConfidenNal	
  –	
  Internal/Restricted/Highly	
  Restricted	
   4	
  
Copyright	
  ©	
  2014	
  Oracle	
  and/or	
  its	
  affiliates.	
  All	
  rights	
  reserved.	
  	
  |	
  
Panelist Introduction
Sherene	
  Hilal,	
  Product	
  Lead,	
  Oracle	
  Data	
  Cloud	
   James	
  Prudhomme	
  CEO,	
  Datacra=c	
  
5	
  
Nate	
  Becker,	
  Digital	
  Media	
  Supervisor,	
  Op=Media	
  
	
  
Copyright	
  ©	
  2014	
  Oracle	
  and/or	
  its	
  affiliates.	
  All	
  rights	
  reserved.	
  	
  |	
  
Program	
  Agenda	
  with	
  Highlight	
  
Panelist	
  IntroducNon	
  
Lookalike	
  Modeling	
  Overview	
  
Panel	
  Discussion	
  	
  
1	
  
2	
  
3	
  
Oracle	
  ConfidenNal	
  –	
  Internal/Restricted/Highly	
  Restricted	
   6	
  
Copyright	
  ©	
  2014	
  Oracle	
  and/or	
  its	
  affiliates.	
  All	
  rights	
  reserved.	
  	
  |	
  
Custom Data: Look-alike Modeling
•  Lookalikes are an audience modeled from
your customers and converters to gain reach
& efficiency.
•  BlueKai has built a modeling system on
Datacratic’s Machine Learning platform to
provide your brand with custom look-alike
models that are built and crafted solely for
you.
–  Creates reach off your 1st party data
–  Qualifies prospects based on behavior
–  Performance-driven
Challenge: 1st party data is effective, but limited. How do you scale?
Solution: Customized models using exclusive 3rd party data
Copyright	
  ©	
  2014	
  Oracle	
  and/or	
  its	
  affiliates.	
  All	
  rights	
  reserved.	
  	
  |	
  
Uniqueness
Scale
CompeNNve	
  Advantage:	
  	
  Unique	
  PredicNons	
  @	
  Scale	
  
1st Party Data!
“Hotel Chain”!
Models!
“Look-a-like”!
2nd Party Data!
“Credit Card”!
3rd Party Data!
“Expedia sold!
to Marriott”!
Copyright	
  ©	
  2014	
  Oracle	
  and/or	
  its	
  affiliates.	
  All	
  rights	
  reserved.	
  	
  |	
  
Modeling System Overview
•  Fully integrated within the BlueKai UI
–  Already integrated within BlueKai. Easy to get started.
•  Multi-variant
–  Users’ probability score calculated based on all available
attributes + recency & frequency
•  Full BlueKai Dataset (+ your first party datasets)
–  Leverage over 400MM available users across 40k attributes to
identify users based on behaviors
•  Daily Model Refreshes
–  Keep your models current!
•  Customizable Threshold - Reach vs Precision
–  Model scores are stack-ranked. Customize threshold for
performance (Top .01%) or scale (Top 20%)
Copyright	
  ©	
  2014	
  Oracle	
  and/or	
  its	
  affiliates.	
  All	
  rights	
  reserved.	
  	
  |	
  
How an Audience Data Modeling System Works
Continually Learning & Adapting	
  
Continually Learning & Adapting	
  
Copyright	
  ©	
  2014	
  Oracle	
  and/or	
  its	
  affiliates.	
  All	
  rights	
  reserved.	
  	
  |	
  
Program	
  Agenda	
  
Oracle	
  Data	
  Cloud	
  IntroducNon	
  
Panelist	
  IntroducNons	
  	
  
Panel	
  Discussion	
  	
  
1	
  
2	
  
3	
  
Oracle	
  ConfidenNal	
  –	
  Internal/Restricted/Highly	
  Restricted	
   11	
  
Copyright	
  ©	
  2014	
  Oracle	
  and/or	
  its	
  affiliates.	
  All	
  rights	
  reserved.	
  	
  |	
  
Take-Aways
12	
  
1.  Available	
  on	
  demand	
  within	
  your	
  BlueKai	
  UI	
  
2.  Uses	
  same	
  trusted	
  1st	
  &	
  3rd	
  party	
  sources	
  	
  
3.  Leverages	
  Nme	
  series	
  and	
  behavior	
  sequencing	
  
4.  Provides	
  visibility	
  in	
  to	
  the	
  “Black	
  Box”	
  
5.  Applies	
  AdapNve	
  Machine	
  Learning	
  -­‐	
  More	
  than	
  simple	
  decision	
  tree	
  
logic.	
  
	
  
+1	
  BONUS	
  –	
  Domain	
  experNse	
  in	
  markeNng	
  technology	
  
Profiling of Engagers and Converters with Audience Analytics and Look-alike Modeling

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Profiling of Engagers and Converters with Audience Analytics and Look-alike Modeling

  • 1. Lookalike  Modeling     Panel  Discussion     Sherene  Hilal   Product  Lead   Oracle,  Oracle  Data  Cloud     July  18,  2014   Presented  with  
  • 2. Copyright  ©  2014  Oracle  and/or  its  affiliates.  All  rights  reserved.    |   Safe  Harbor  Statement   The  following  is  intended  to  outline  our  general  product  direcNon.  It  is  intended  for   informaNon  purposes  only,  and  may  not  be  incorporated  into  any  contract.  It  is  not  a   commitment  to  deliver  any  material,  code,  or  funcNonality,  and  should  not  be  relied  upon   in  making  purchasing  decisions.  The  development,  release,  and  Nming  of  any  features  or   funcNonality  described  for  Oracle’s  products  remains  at  the  sole  discreNon  of  Oracle.   Oracle  ConfidenNal  –  Internal/Restricted/Highly  Restricted   2  
  • 3. Copyright  ©  2014  Oracle  and/or  its  affiliates.  All  rights  reserved.    |   Program  Agenda   Panelist  IntroducNons   Lookalike  Modeling  Overview     Panel  Discussion     1   2   3   Oracle  ConfidenNal  –  Internal/Restricted/Highly  Restricted   3  
  • 4. Copyright  ©  2014  Oracle  and/or  its  affiliates.  All  rights  reserved.    |   Program  Agenda   Panelist  IntroducNons   Lookalike  Modeling  Overview   Panel  Discussion     1   2   3   Oracle  ConfidenNal  –  Internal/Restricted/Highly  Restricted   4  
  • 5. Copyright  ©  2014  Oracle  and/or  its  affiliates.  All  rights  reserved.    |   Panelist Introduction Sherene  Hilal,  Product  Lead,  Oracle  Data  Cloud   James  Prudhomme  CEO,  Datacra=c   5   Nate  Becker,  Digital  Media  Supervisor,  Op=Media    
  • 6. Copyright  ©  2014  Oracle  and/or  its  affiliates.  All  rights  reserved.    |   Program  Agenda  with  Highlight   Panelist  IntroducNon   Lookalike  Modeling  Overview   Panel  Discussion     1   2   3   Oracle  ConfidenNal  –  Internal/Restricted/Highly  Restricted   6  
  • 7. Copyright  ©  2014  Oracle  and/or  its  affiliates.  All  rights  reserved.    |   Custom Data: Look-alike Modeling •  Lookalikes are an audience modeled from your customers and converters to gain reach & efficiency. •  BlueKai has built a modeling system on Datacratic’s Machine Learning platform to provide your brand with custom look-alike models that are built and crafted solely for you. –  Creates reach off your 1st party data –  Qualifies prospects based on behavior –  Performance-driven Challenge: 1st party data is effective, but limited. How do you scale? Solution: Customized models using exclusive 3rd party data
  • 8. Copyright  ©  2014  Oracle  and/or  its  affiliates.  All  rights  reserved.    |   Uniqueness Scale CompeNNve  Advantage:    Unique  PredicNons  @  Scale   1st Party Data! “Hotel Chain”! Models! “Look-a-like”! 2nd Party Data! “Credit Card”! 3rd Party Data! “Expedia sold! to Marriott”!
  • 9. Copyright  ©  2014  Oracle  and/or  its  affiliates.  All  rights  reserved.    |   Modeling System Overview •  Fully integrated within the BlueKai UI –  Already integrated within BlueKai. Easy to get started. •  Multi-variant –  Users’ probability score calculated based on all available attributes + recency & frequency •  Full BlueKai Dataset (+ your first party datasets) –  Leverage over 400MM available users across 40k attributes to identify users based on behaviors •  Daily Model Refreshes –  Keep your models current! •  Customizable Threshold - Reach vs Precision –  Model scores are stack-ranked. Customize threshold for performance (Top .01%) or scale (Top 20%)
  • 10. Copyright  ©  2014  Oracle  and/or  its  affiliates.  All  rights  reserved.    |   How an Audience Data Modeling System Works Continually Learning & Adapting   Continually Learning & Adapting  
  • 11. Copyright  ©  2014  Oracle  and/or  its  affiliates.  All  rights  reserved.    |   Program  Agenda   Oracle  Data  Cloud  IntroducNon   Panelist  IntroducNons     Panel  Discussion     1   2   3   Oracle  ConfidenNal  –  Internal/Restricted/Highly  Restricted   11  
  • 12. Copyright  ©  2014  Oracle  and/or  its  affiliates.  All  rights  reserved.    |   Take-Aways 12   1.  Available  on  demand  within  your  BlueKai  UI   2.  Uses  same  trusted  1st  &  3rd  party  sources     3.  Leverages  Nme  series  and  behavior  sequencing   4.  Provides  visibility  in  to  the  “Black  Box”   5.  Applies  AdapNve  Machine  Learning  -­‐  More  than  simple  decision  tree   logic.     +1  BONUS  –  Domain  experNse  in  markeNng  technology