The meteoric growth of short-form clip platforms has totally transformed the media landscape. Currently, trends suggest a change towards greater interactive features, such as interactive broadcasting and enhanced editing applications. Considering ahead, we predict that personalized recommendations will become even more complex, leading to specializ