Introduction Developing a short-video platform is a lucrative investment in the ever-growing world of social media. Short-format videos is increasingly the preferred form for leisure and communication worldwide. The TikTok platform, with its advanced recommendation systems and interactive functionalities, has become a cultural phenomenon, redefinin