Introduction Building a short-video platform is a lucrative investment in the rapidly changing domain of online communities. Short-format media is increasingly the favored form for amusement and interaction worldwide. TikTok, with its advanced recommendation systems and engaging features, has emerged as a cultural phenomenon, transforming the manne