The rapid expansion of short-form content platforms has totally altered the digital landscape. Currently, trends suggest a shift towards increased interactive features, such as real-time streaming and enhanced editing tools. Considering ahead, we predict that personalized recommendations will become even more sophisticated, leading to focused commu