Дослідження методів проєктування систем рекомендації товарів

Abstract

The work provides a definition of the concept of a recommendation system, discusses the problem of increasing the efficiency of recommendation systems, examines the main criteria of efficiency, and investigates the main classes of recommendation systems. The concept of hybrid recommendation systems is introduced, detailing their features and advantages, discussing the main tasks of designing hybrid systems, conducting an analysis of the task of improving speed, and addressing the cold start problem.