Pricing Based on Product Descriptions: Problem, Data and Methods

This chapter presents the problem of product pricing and its applications in many fields. Next, we state the problem specifically. Some data sets were analyzed and illustrated for the problem in question. These datasets are also described here in detail. In this chapter, we also survey the basic machine learning methods to solve the pricing problem outlined above. Combining these methods to create a new, more efficient method is proposed in the last section.