The rapid surge of short-form content platforms has radically altered the digital landscape. Currently, trends suggest a change towards greater interactive features, such as live streaming and enhanced editing tools. Considering ahead, we expect that tailored recommendations will become even increasingly complex, leading to niche communities and a