Discovery & Distribution

Recommendation Engine

Atur candidate generation, ranking signals, audience affinity, exploration, dan editorial override.

Active Personalization12 models+12,4% vs periode lalu
Healthy / Completed9 active98,6% success rate
Pending Review3 experimentRequires attention
Events 30d4,82 jtUpdated in realtime

Ranking Model

Production model untuk homepage dan vertical feed.

Homepage For Youv4.8 · Productionpublished
Vertical Feedv3.2 · Productionpublished
Search Rerankerv2.4 · A/B 20%processing
Kids Profilev1.8 · Productionpublished

Signal Weights

Current production weights.

Completion probability28%
Content affinity24%
Freshness & velocity18%
Social engagement16%
Editorial priority14%

Experiments

A/B test dan holdout group terbaru.

Name / IDReferenceModeValueStatusAction
EXP-184Vertical cold-start20% traffic+8,4% watch startsRunning
EXP-183Hide completed titles50% traffic+3,1% CTRRunning
EXP-181Genre diversity boost100% traffic+1,8% sessionWinner
EXP-178Social proof badge25% trafficNo significant liftStopped