CEBA talks 2020-2024
Past talks Student talk

Computer vision methods based on artificial neural networks in consumer behaviour analysis and recommender systems design

Authors: Alexandr Popkov

Abstract: This report largely describes a master thesis performed at the department of business Informatics, economic faculty, St. Petersburg State University on the theme of computer vision in the creation of services to research clients and growth of service quality. One of the modern sources of information about customers of a certain service is images-photos or videos that record events in the store or on its territory. The report presents options for practical solutions based on computer vision for registering consumer facts with Gazprom Neft data and possible improvements to the recommendations service with Airbnb open data.


Presentation slides