The rapid growth of digital video services has reshaped the entertainment landscape. Currently, numerous services , like Amazon Prime Video, are competing for viewership, leading to a intense marketplace. Looking into the future, we anticipate ongoing shift away from traditional television , with more emphasis on personalized content . In addition