The rapid growth of short-form content platforms has completely reshaped the media landscape. Currently, trends indicate a change towards more interactive features, such as interactive streaming and advanced editing software. Considering ahead, we anticipate that tailored recommendations will become even substantially sophisticated, leading to focu