Utilizing Embeddings to Learn a Universal Customer Behavior Representation in E-Commerce

Utilizing Embeddings to Learn a Universal Customer Behavior Representation in E-Commerce portes grátis

Utilizing Embeddings to Learn a Universal Customer Behavior Representation in E-Commerce

Alves Gomes, Miguel

Springer Fachmedien Wiesbaden

02/2026

220

Mole

Inglês

9783658507800

15 a 20 dias

Descrição não disponível.
Introduction.- Fundamentals and Research Scope.- State-of-the-Art.- Use Cases and Data.- Learning Universal Customer Behavior Representation in E-Commerce
with Embeddings.- Enhancing Customer Behavior Embeddings with Additional Information.- Lifelong Learning Embeddings for Adaptive Customer Behavior
Modeling.- Beyond E-Commerce: Generalizing Self-Supervised Behavior Embedding Representation.- Critical Reflection and Outlook.- Summary.
Customer Representation;Self-Supervised Learning;Lifelong Learning;E-Commerce;Privacy-Preserving AI;Personalization