The significant surge of short-form video platforms has totally reshaped the digital landscape. Currently, trends suggest a shift towards increased interactive features, such as real-time broadcasting and advanced editing applications. Looking ahead, we predict that personalized recommendations will become even increasingly complex, leading to focu