To better understand your tastes and needs, our engine analyzes your activity within the application. We track the content you view, the time you spend on it, your interactions (likes, comments, shares), and much more. This valuable information allows us to create a precise profile of your preferences.
Every piece of content you discover evokes a unique emotional response. Our system analyzes these reactions by classifying the emotions felt and assigning them a weight corresponding to their intensity. This enables us to identify the content that brings you the most pleasure, satisfaction, or interest.
Our hybrid recommendation engine combines two powerful approaches: collaborative filtering and emotional analysis. On the one hand, we consider recommendations from your friends to suggest popular content within your social circle. On the other hand, we analyze your past emotional reactions to identify trends and preferences unique to you. By integrating these two dimensions, our system offers a unique and personalized recommendation experience capable of anticipating your desires and suggesting content that truly resonates with you.
We place paramount importance on protecting your personal data. Our system strictly adheres to all applicable regulations, including GDPR. Your information is encrypted and stored securely, and you always have control over its use.