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Enhancing Personalization Using Recommendation Systems and Multi-Armed Bandits

Data Science Conference via YouTube

Overview

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In this 27-minute conference talk from Data Science Conference Europe 2024, discover how Wargaming implements recommendation systems and multi-armed bandits to enhance player personalization. Learn how advanced algorithms analyze in-game behavior and player preferences to suggest relevant content and purchases, resulting in over 40% revenue uplift while simultaneously improving player engagement and satisfaction. Explore the mechanics behind this successful implementation that balances monetization with player experience. The presentation was delivered by Dmitriy Matveev on November 22nd at DSC EUROPE 24 in Belgrade.

Syllabus

Enhancing Personalization Using Recommendation Systems & Multi-Armed Bandits|Dmitriy M.|DSC EUROPE24

Taught by

Data Science Conference

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