Abstract: In recent years,data mining has found wide application in market and client analysis and forecast.Combined with the collaborative product commerce(CPC) platform of the garment sector,the demand on apparel are effectively analyzed using data mining technology based on the historical data of the garment enterprise.Under this guidance,the on-line decision support system based on CPC for garment trade is developed.