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Artificial Intelligence for Automated Pricing Based on Product Descriptions

Paperback Engels 2021 9789811647017
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9789811647017
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Nature Singapore

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Inhoudsopgave

<p>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.-&nbsp;4. Pricing prediction using machine learning and ensemble methods.- 5. Applications & Discussions.<br></p>

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        Artificial Intelligence for Automated Pricing Based on Product Descriptions