教師照片:Lionel F. Gonzalez

Lionel F. Gonzalez

助理教授
永續創新國際學院 智慧永續發展與管理英語學士學位學程

技術名稱 Artificial Intelligence and Machine Learning
研究專長
  • Machine Learning
  • Deep Learning, Anomaly Detection
  • Reinforcement Learning
  • Natural Language Processing
技術摘要 Introducing the advanced product matching technology, which leverages cutting-edge transformer-based neural language models to effectively address concept drift in dynamic e-commerce environments. By integrating the Dynamic Model of User Performance (DMUP), the system continuously monitors performance metrics and user interactions. This enables real-time detection and adaptation to changes in user behavior and product characteristics, ensuring sustained accuracy and relevance. 

Technology Application Areas: E-commerce Platforms, Retail Companies, Recommendation Systems and Data Analytics Firms.