The rapid growth of short-form content platforms has radically altered the digital landscape. Currently, trends suggest a shift towards increased interactive features, such as live broadcasting and enhanced editing applications. Examining ahead, we anticipate that tailored recommendations will become even more sophisticated, leading to specialized