The meteoric surge of short-form video platforms has totally reshaped the media landscape. Currently, trends indicate a movement towards more interactive features, such as live broadcasting and enhanced editing software. Looking ahead, we expect that tailored recommendations will become even increasingly sophisticated, leading to specialized commun