Miguel Alves Gomes

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Prediction Model

Customer Segmentation

Online Shopping

Customer Behavior

Top Venues

J. Theor. Appl. Electron. Commer. Res.

Inf. Syst. E Bus. Manag.

HPCC/DSS/SmartCity/DependSys

Publications

Miguel Alves Gomes, Richard Meyes, Philipp Meisen, Tobias Meisen
It's Not Always about Wide and Deep Models: Click-Through Rate Prediction with a Customer Behavior-Embedding Representation. J. Theor. Appl. Electron. Commer. Res. 19 (1) (2024)
Miguel Alves Gomes, Tobias Meisen
A review on customer segmentation methods for personalized customer targeting in e-commerce use cases. Inf. Syst. E Bus. Manag. 21 (3) (2023)
Miguel Alves Gomes, Mark Wönkhaus, Philipp Meisen, Tobias Meisen
TEE: Real-Time Purchase Prediction Using Time Extended Embeddings for Representing Customer Behavior. J. Theor. Appl. Electron. Commer. Res. 18 (3) (2023)
Miguel Alves Gomes, Richard Meyes, Philipp Meisen, Tobias Meisen
Will This Online Shopping Session Succeed? Predicting Customer's Purchase Intention Using Embeddings. CIKM (2022)
Miguel Alves Gomes, Hasan Tercan, Todd Bodnar, Philipp Meisen, Tobias Meisen
A Filter is Better Than None: Improving Deep Learning-Based Product Recommendation Models by Using a User Preference Filter. HPCC/DSS/SmartCity/DependSys (2021)