The significant surge of short-form video platforms has radically altered the digital landscape. Currently, trends suggest a change towards increased interactive features, such as interactive broadcasting and enhanced editing tools. Looking ahead, we expect that personalized recommendations will become even substantially sophisticated, leading to s