Proceedings of the International scientific and practical conference ―Modern Science: Challenges and Perspectives‖ (February 9-11, 2026) / Publisher website: www.naukainfo.com. - London, United Kingdom, 2026. - 121 p.

54 6. Batmaz Z., Yurekli A., Bilge A., Kaleli C. A review on deep learning for recommender systems: challenges and remedies. Artificial Intelligence Review. 2019. Vol. 52(1). Р. 1–37. DOI: 10.1007/s10462-018-9654-y 7. Cabrera-Sánchez J. P., Ramos-de-Luna I., Carvajal-Trujillo E., Villarejo-Ramos Á. F. Online recommendation systems: Factors influencing use in e-commerce. Sustainability. 2020. Vol. 12(21). Article 8888. DOI: 10.3390/su12218888 8. Chaubey, G., Gavhane, P. R., Bisen, D., & Arjaria, S. K. Customer purchasing behavior prediction using machine learning classification techniques. Journal of Ambient Intelligence and Humanized Computing. 2023. Vol. 14(12). Р. 16133– 16157. DOI: 10.1007/s12652-022-03837-6