The rapid growth of digital video services has transformed the media landscape. Currently, several providers, like Disney+ , are competing for audience share , leading to a fierce marketplace. Looking forward , we anticipate a continued shift away from traditional television , with greater emphasis on personalized content . Moreover, the emergence