The rapid growth of short-form video platforms has totally transformed the digital landscape. Currently, trends indicate a shift towards increased interactive features, such as interactive broadcasting and advanced editing tools. Looking ahead, we anticipate that tailored recommendations will become even increasingly complex, leading to niche commu