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Featured articles in "Recommendation systems"

Real-time recommendation models - part II.

Session-based approach in the real world

  • Lukáš Matějka
    Lukáš Matějka
  • 11 min read
In the article we will present the concrete result coming from experiments on real-world data.

Recommendation engines battle - part I.

Custom engine vs. Amazon Personalize

Recent articles in "Recommendation systems"

Real-time recommendation models - part II.

Session-based approach in the real world

  • Lukáš Matějka
    Lukáš Matějka
  • 11 min read
In the article we will present the concrete result coming from experiments on real-world data.

Real-time recommendation models - part I.

Introduction to session-based approach

  • Lukáš Matějka
    Lukáš Matějka
  • 12 min read
The article covers the basics of recommendation models and mainly explain the session-based approach on examples though several algorithms.

Recommendation engines battle - part II.

Custom engine vs. Amazon Personalize

  • Lukáš Matějka
    Lukáš Matějka
  • 6 min read
We’re going to describe more details about the experiment itself. What kind of dataset has been used, discuss its specifics and characteristics, which performance metrics have been chosen for final comparison, show final results and in the end, present final conclusions.

Recommendation engines battle - part I.

Custom engine vs. Amazon Personalize

  • Lukáš Matějka
    Lukáš Matějka
  • 5 min read
Recommendation systems are nowadays used almost everywhere and there is no doubt they can help users to choose the right product. From a business perspective, they increase business metrics and, in the end, earn money.
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