The significant expansion of short-form content platforms has totally reshaped the digital landscape. Currently, trends indicate a movement towards increased interactive features, such as live broadcasting and enhanced editing software. Examining ahead, we anticipate that tailored recommendations will become even increasingly sophisticated, leading