This document summarizes a project that aims to develop semantic technologies to realize personalized and community-based TV experiences. It involves integrating broadcast and internet content and delivering personalized recommendations across devices. The project will demonstrate personalized semantic news, an enriched TV guide with adaptive advertising, and social internet TV. It focuses on collecting viewer attention data, deriving interests, and providing personalized recommendations of long-tail content across domains for multiple viewers.