Electronic commerce and flexible manufacturing allow personalization of initially standardized products at low cost …. Will customers provide the information necessary for personalization? Assuming that a consumer can control the amount of …

propose an “Adaptive Personalization System” and illustrate its implementation for digital audio players, a product category … personalization applications. A simulation study shows the Adaptive Personalization System to outperform benchmark approaches. We … implemented the Adaptive Personalization System on Palm PDAs and tested its performance with digital audio users. For actual users …