Detailed Technical Algorithm for a TikTok-like Recommendation System
The objective is to develop a recommendation system that maximizes user engagement by analyzing a multitude of user interaction signals to present the most appealing content. The system optimizes for two key metrics:
- User Retention: Encouraging users to return to the platform.
- Time Spent: Increasing the duration users spend on the platform per session.