The meteoric expansion of short-form video platforms has completely altered the online landscape. Currently, trends reveal a shift towards increased interactive features, such as live broadcasting and enhanced editing applications. Looking ahead, we predict that personalized recommendations will become even substantially sophisticated, leading to s