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Guillaume Galante

I’m a human-centered designer based in Berlin.
I design strategies, services and experiences with a passion for problem solving. I’m excited about personalisation, data science and system-thinking. More on: http://guillaumegalante.com

5 levels of product personalization: an intro to recommender systems

  • Customer Experience, Design, Product design, Usability, UX Education, UX Magazine

Personalization can be a powerful tool for engagement. Here are recommender systems.

Article by Guillaume Galante
IDEAS IN BRIEF
5 levels of product personalization: an intro to recommender systems
  • Personalization is a powerful tool for engagement, increasing customer retention and beneficial to acquiring new customers.
  • When working with personalization:
    • Work with your copywriters and be creative
    • Watch user signals
    • Filter content
    • Create collaborative filtering
    • Practice “Bandits” models
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