Dynamic Content Personalization and Recommendation Engine

Create an advanced personalization framework that provides context-aware content recommendations using machine learning techniques. Implement support for multiple recommendation strategies, real-time user behavior analysis, and seamless integration with various content platforms. Include features like privacy-preserving recommendation algorithms, multi-channel support, and adaptive learning models.