The meteoric surge of short-form video platforms has radically altered the media landscape. Currently, trends indicate a movement towards more interactive features, such as interactive content and advanced editing tools. Considering ahead, we anticipate that tailored recommendations will become even substantially sophisticated, leading to niche com