Fashion is always changing but not always at the same speed. Some items may lose their appeal quickly. Others may be in fashion for a longer amount of time. Manufacturers

Traditional recommender systems are limited in their ability to predict the liking of customers especially with respect to creative domains such as fashion. Developing private brands is emerging as a strategy by e-commerce players