The rapid surge of short-form content platforms has completely transformed the media landscape. Currently, trends reveal a change towards more interactive features, such as real-time broadcasting and enhanced editing software. Examining ahead, we anticipate that personalized recommendations will become even increasingly refined, leading to focused