The rapid growth of digital video services has revolutionized the media landscape. Currently, numerous platforms , like copyright , are competing for consumer attention , leading to a intense marketplace. Looking forward , we anticipate sustained shift away from traditional television , with increasing emphasis on personalized content . Moreover, t