Intro Developing a short-video platform is a highly profitable investment in the ever-growing domain of online communities. Short-format video content is becoming the chosen form for amusement and interaction worldwide. TikTok, with its innovative recommendation systems and captivating functionalities, has become a cultural phenomenon, transforming