The meteoric growth of short-form clip platforms has radically transformed the digital landscape. Currently, trends indicate a shift towards increased interactive features, such as live broadcasting and enhanced editing applications. Looking ahead, we predict that tailored recommendations will become even substantially refined, leading to focused c