Introduction Creating a short-video platform is a highly profitable business opportunity in the ever-growing landscape of social media. Brief videos is increasingly the favored form for entertainment and communication worldwide. The TikTok platform, with its cutting-edge recommendation systems and interactive features, has transformed into a global