The burgeoning expansion of digital video services has transformed the entertainment landscape. Currently, many platforms , like copyright , are competing for viewership, leading to a competitive marketplace. Looking into the future, we anticipate ongoing shift away from traditional television , with increasing emphasis on personalized content . Fu