The significant increase of online video services has reshaped the media landscape. Currently, many providers, like Amazon Prime Video, are vying for viewership, leading to a intense marketplace. Looking ahead , we anticipate ongoing shift away from linear TV, with increasing emphasis on personalized content . Moreover, the emergence of interactive