Introduction Building a short-video platform is a highly profitable investment in the ever-growing world of online communities. Brief video content is increasingly the favored type for entertainment and connectivity worldwide. The TikTok platform, with its advanced data processing and engaging features, has emerged as a cultural phenomenon, reshapi