Artificial Intelligence for Automated Pricing Based on Product Descriptions (Springerbriefs in Computational Intelligence)

Anh, Nguyen Thi Ngoc/ Thang, Tran Ngoc/ Solanki, Vijender Kumar

Springer Verlag, Singapore（2021/08発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 53 p.
• 言語 ENG
• 商品コード 9789811647017

Full Description

This book highlights artificial intelligence algorithms used in implementation of automated pricing. It presents the process for building automated pricing models from crawl data, preprocessed data to implement models, and their applications. The book also focuses on machine learning and deep learning methods for pricing, including from regression methods to hybrid and ensemble methods. The computational experiments are presented to illustrate the pricing processes and models.

Contents

1. Pricing based on product descriptions: problem, data, and methods.- 2. Extract product data from descriptions by NLP techniques.- 3. Segmentation and Quantity the qualify features.- 4. Pricing prediction using machine learning and ensemble methods.- 5. Applications & Discussions.