Introduction Building a short-video platform is a highly profitable venture in the rapidly changing domain of online communities. Short-format media is increasingly the favored form for entertainment and communication worldwide. TikTok, with its cutting-edge data processing and engaging features, has emerged as a cultural phenomenon, redefining the