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