You've been logged out of GDC Vault since the maximum users allowed for this account has been reached. To access Members Only content on GDC Vault, please log out of GDC Vault from the computer which last accessed this account.

Click here to find out about GDC Vault Membership options for more users.


The Number One Educational Resource for the Game Industry

Session Name:

Multi-Model Approach to Hyper-Personalizing Your Game (Presented by TENTUPLAY)


People play game with different motives and expectations. Yet, game developers tend to rely on a single predictive model to segment and understand their players. TENTUPLAY breaks from the norm by building multiple empirically proven models that each correspondingly map distinct behavioral tendencies of players. Such approach overhauls existing drawbacks in single modeling paradigm by yielding adaptive and comprehensive player analytics. Multi-model analysis systematically identifies the most suitable models to employ for each game genre and its lifecycle stage. The models then analyze player behavior throughout their journey from D1 to synthetically reveal the reasoning behind their churn and purchase. Understanding these individual retention and consumption behavior is integral to leveraging further engagement with hyper-personalizing gaming experience for each player. This session dives deeper into the evidence of multi-model's advantage and how it is substantively implemented to encourage more purchase and longer play time.

Did you know free users get access to 30% of content from the last 2 years?

Get your team full access to the most up to date GDC content

  • Game Developers Conference 2021
  • Hyeyon Kwon
  • free content
  • Business & Marketing
  • Business & Marketing