Because “List-Based” and “High-Value” are broad terms used in combination across a few different technical fields, the exact meaning depends entirely on the context of your project.
The phrase most commonly refers to High-Utility Itemset Mining (HUIM) in Data Mining, Database Partitioning in systems like Oracle, or Audience Targeting in digital marketing. 1. Data Mining: Utility-List-Based / High-Value Mining
In data science and transactional analytics (like e-commerce market basket analysis), traditional systems only track how frequently an item is bought. High-Utility Itemset Mining (HUIM) instead focuses on finding high-value / high-profit combinations of items, even if they aren’t bought frequently. ResearchGate
An efficient utility-list based high-utility itemset mining algorithm
Leave a Reply