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Choosing right-fit clothing is important for children since it is related to the conformity of clothes to the body, especially as we know that children normally engage in active routine activities. During the growth period, children grow-up rapidly in a different pattern. Nowadays, with internet and technology advancement, the online retail business has become the preferred shopping mode for internet-savvy customers, especially in the clothing and textile sector. The recent Coronavirus Pandemic has made online retail a necessity. Therefore, this research focuses on establishing a prototype of the children size matching recommender system, a" sizing advisor" for parents to identify the best clothes fitting which matches the requirement of their children's body size to the sizing of existing brands. The fuzzy logic approach was applied as a heart of the matching system where the triangular membership function has been used …