Customer Behaviour Agent-Modelling Based Upon Wireless Traffic Analysis

Present article is devoted to development of agent model for customer behaviour prediction based upon public wireless network traffic analysis. Fundamental approach to wireless package characteristic analysis allowing identifying client transition through multiple coverage areas of public wireless infrastructure is proposed. Detailed data tuples analysis allows evaluating frequency characteristics and transition probabilities. Agent model implemented with AnyLogic software and based upon traffic data of public wireless networks of a trade centre. © 2023 American Institute of Physics Inc.. All rights reserved.

Авторы
Timokhin V.N. , Rostetskaya A.R. , Medvedeva M.A.
Сборник материалов конференции
Номер выпуска
1
Язык
Английский
Статус
Опубликовано
Номер
090019
Том
2849
Год
2023
Организации
  • 1 Department of Economic Cybernetics, Donetsk National Technical University, Artema str. 131, Donetsk, 283001, Ukraine
  • 2 The Peoples' Friendship University of Russia, Miklukho-Maklaya str. 6, Moscow, 117198, Russian Federation
  • 3 Ural Federal University, IRIT-RTF, Mira 32, Ekaterinburg, 620078, Russian Federation
Ключевые слова
agent modelling; customer behaviour prediction; wireless network traffic
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