The meteoric surge of short-form video platforms has completely transformed the digital landscape. Currently, trends indicate a movement towards greater interactive features, such as live streaming and enhanced editing tools. Examining ahead, we expect that tailored recommendations will become even more refined, leading to focused communities and a