Artificial intelligence for automated pricing based on product descriptions [electronic resource]

• 作者： Anh, Nguyen Thi Ngoc.
• 其他作者：
  • Thang, Tran Ngoc.
  • Solanki, Vijender Kumar.
  • SpringerLink (Online service)
• 其他題名：
  • SpringerBriefs in applied sciences and technology.
• 出版： Singapore : Springer Singapore :Imprint: Springer
• 叢書名： SpringerBriefs in applied sciences and technology. Computational intelligence
• 主題： Pricing--Data processing. , Artificial intelligence. , Data mining. , Computational Intelligence. , Artificial Intelligence. , Mathematical Models of Cognitive Processes and Neural Networks. , Machine Learning.
• ISBN： 9789811647024 (electronic bk.) 、 9789811647017 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: 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.
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• 摘要註: 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.
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