The significant growth of short-form content platforms has totally reshaped the media landscape. Currently, trends indicate a movement towards increased interactive features, such as real-time broadcasting and advanced editing tools. Examining ahead, we expect that tailored recommendations will become even increasingly complex, leading to niche com