The rapid growth of short-form video platforms has radically altered the online landscape. Currently, trends suggest a movement towards more interactive features, such as real-time streaming and advanced editing software. Looking ahead, we expect that tailored recommendations will become even increasingly sophisticated, leading to specialized commu