An Efficient Approach for Mining High-Utility Itemsets from Multiple Abstraction Levels

Lecture Notes in Computer Science - Trang 92-103 - 2021
Nguyen, Trinh D. D.1, Nguyen, Loan T. T.2,3, Kozierkiewicz, Adrianna4, Pham, Thiet1, Vo, Bay5
2International University
4Wroclaw University of Science and Technology
5Ho Chi Minh City University of Technology (HUTECH)

Tóm tắt

The goal of the high-utility itemset mining task is to discover combinations of items which that yield high profits from transactional databases. HUIM is a useful tool for retail stores to analyze customer behaviors. However, it ignores the categorization of items....