The rapid expansion of short-form clip platforms has radically reshaped the online landscape. Currently, trends indicate a shift towards greater interactive features, such as interactive content and enhanced editing applications. Looking ahead, we anticipate that customized recommendations will become even more complex, leading to specialized commu