You might also like

More about AI and Machine Learning for E-Commerce Risk Management

• Book details
• Synopsis
• Trending among others

You get 171 loyalty points

Book synopsis

This book offers a comprehensive guide to leveraging machine learning and predictive analytics for managing the full spectrum of risks inherent in modern e-commerce platforms from payment fraud and chargebacks to platform-specific abuses like voucher manipulation, collusion rings, and promotional gaming. Grounded in real-world practice, it shows how to transform raw transaction logs, user clickstreams, and promotional datasets into actionable risk scores that power both real-time interdiction and strategic oversight. Readers discover a suite of methods ranging from gradient-boosted trees and deep sequence models to graph neural networks and unsupervised anomaly detectors each chosen for its ability to detect subtle, evolving patterns of misuse.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: AI and Machine Learning for E-Commerce Risk Management
• Author: Siyu Liu
• Language: English
• Binding: Hardback
• Number of pages: 275
• EAN: 9789819561834
• ID: 50047947
• Publisher: Springer, Berlin
• Weight: 596 g
• Dimensions: 235 × 155 mm
• Date of publishing: 09. May 2026

Trending among others

---

---

---