Automated Optimization with Smart Notifications by Jorrin Quest at MeasureCamp London September 2016

•

2 j'aime•800 vues

Why and how we created a bandit algorithm to earn more money with smart notifications. Earn over learn. www.smartnotifications.com

Internet

Proof of Concept!
Do notiﬁcations have any negative eﬀect?

Proof of Concept!
Do notiﬁcations have any negative eﬀect?
What are the key factors1 for eﬀective notiﬁcations?
!

Proof of Concept!
Do notiﬁcations have any negative eﬀect?
What are the key factors1 for eﬀective notiﬁcations?
!
Key Factors1 = Content, Segment, Journey step, Algorithm
Less Impactful Factors2 = Design, Position, Animation

Proof of Concept!
Do notiﬁcations have any negative eﬀect?
What are the key factors1 for eﬀective notiﬁcations?
Optimize these key factors to earn more!
Key Factors1 = Content, Segment, Journey step, Algorithm
Less Impactful Factors2 = Design, Position, Animation

Example!
Control! No notifcations
Variant B! No notiﬁcations
Variant C!

Variant D!

Example 2!
Control!

Variant B!

Variant C!

Variant D!

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