The invention relates to the technical field of e-commerce, in particular to an e-commerce platform management method suitable for children's shoes and related equipment, comprising the following steps: extracting contour and curvature features through foot images, classifying foot types and evaluating
foot arch fitness, combining shoe style structure data and user foot matching degree, calculating
fitness score, and calculating the
fitness score; and evaluating inventory risks, calculating recommendation degree scores, adjusting display priorities, and generating a recommended commodity
list. According to the method, accurate shoe style matching is achieved by analyzing the user foot image and extracting key features in combination with the
foot arch curvature, the matching degree of the user foot contour and the shoe style design is evaluated, the comfort and adaptability are ensured, the commodity refunding and changing problems are effectively reduced through structural
adaptation degree scoring, the commodity warehousing time and the warehousing period are combined, the inventory risk is recognized, and the user experience is improved. And timely inventory adjustment is supported, overstock of unsalable commodities is reduced,
inventory management is optimized, and platform operation efficiency and user shopping experience are improved.