Flag

We stand with Ukraine and our team members from Ukraine. Here are ways you can help

Become a member

Get exclusive access to thought-provoking articles, bonus podcast content, and cutting-edge whitepapers. Become a member of the UX Magazine community today!

Home ›› Archives for Guillaume Galante

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
Read Article →
Share
Share:5 levels of product personalization: an intro to recommender systems
5 min read
✕

Join the UX Magazine community!

Stay informed with exclusive content on the intersection of UX, AI agents, and agentic automation—essential reading for future-focused professionals.

Hello!

You're officially a member of the UX Magazine Community.
We're excited to have you with us!

Thank you!

To begin viewing member content, please verify your email.

Tell us about you. Enroll in the course.

    ✕

    This website uses cookies to ensure you get the best experience on our website. Check our privacy policy and

    Accept policy