The rapid expansion of short-form content platforms has completely altered the online landscape. Currently, trends suggest a change towards greater interactive features, such as interactive streaming and enhanced editing tools. Examining ahead, we anticipate that tailored recommendations will become even more refined, leading to specialized communi