Product Taxonomy

Product taxonomy involves organizing and classifying products into hierarchical structures for improved search, recommendation, and data analysis, primarily within e-commerce. Current research focuses on automatically expanding existing taxonomies using machine learning techniques, leveraging user behavior data (like search queries and clicks) and incorporating multimodal data (images, text, and product attributes) to improve accuracy and efficiency. These advancements are crucial for maintaining up-to-date and comprehensive product catalogs, enabling more effective e-commerce operations and providing valuable insights for businesses and researchers alike.