Гiбридний метод побудови секвенцiальних рекомендацiйних систем, заснований на автоматичному синтезi графiв знань та механiзмi уваги

• Date: 2025
• Main Authors: Androsov, Dmytro, Nedashkovskaya, Nadezhda
• Format: Article
• Language: English
• Published: The National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" 2025
• Subjects: рекомендацiйна система; графова нейронна мережа; подання графiв
• Online Access: http://journal.iasa.kpi.ua/article/view/329313
• Journal Title: System research and information technologies

Sequential personalized recommendations, such as next best offer prediction or modeling demand evolution for next basket prediction, remain a key challenge for businesses. In recent years, deep learning models have been applied to solve these problems and demonstrated high feasibility. With the intr...