The significant growth of short-form content platforms has totally transformed the digital landscape. Currently, trends reveal a shift towards greater interactive features, such as interactive broadcasting and enhanced editing tools. Examining ahead, we expect that personalized recommendations will become even increasingly sophisticated, leading to