A MODEL FOR ASSESSING USER ENGAGEMENT IN AN INFORMATION SYSTEM BASED ON THE ANALYSIS OF BEHAVIORAL METRICS AND GAMIFICATION ALGORITHMS
Authors:
1.
Voronezh State University of Forestry and Technologies named after G.F. Morozov
Russian Federation
Russian Federation
2.
Voronezh State University of Forestry and Technologies named after G.F. Morozov
Russian Federation
Russian Federation
3.
Voronezh State University of Forestry and Technologies named after G.F. Morozov
Russian Federation
Russian Federation
Type:
Сonference article
Pages:
from 840
to 845
Published:
30.06.2026
Subject area:
UDC 004
Language:
Russian
Keywords:
user engagement, gamification, behavioral metrics, mathematical model, simulation, optimization, information system
Abstract:
A mathematical and simulation model has been developed to assess and predict the level of user engagement in the system. The model uses data about user actions (book downloads, sharing, reviews, and discussion activity) and gamification parameters. The goal is to determine the optimal parameters of the game mechanics to maximize the system's targets.
A mathematical and simulation model has been developed to assess and predict the level of user engagement in the system. The model uses data about user actions (book downloads, sharing, reviews, and discussion activity) and gamification parameters. The goal is to determine the optimal parameters of the game mechanics to maximize the system's targets.
Keywords:
user engagement, gamification, behavioral metrics, mathematical model, simulation, optimization, information system
user engagement, gamification, behavioral metrics, mathematical model, simulation, optimization, information system
1. Shageev, D. A. Poisk resheniya problemy vybora formy svertki lokal'nyh vektorov s cel'yu povysheniya tochnosti izmereniy v metode analiza ierarhiy / D. A. Shageev // Modelirovanie sistem i processov. – 2024. – T. 17, № 3. – S. 95-105. – DOIhttps://doi.org/10.12737/2219-0767-2024-93-103. – EDN FUFKOX.
2. Mal'ceva, E. I. model' dlya ocenki vovlechennosti pol'zovateley sayta / E. I. Mal'ceva, G. E. Monahova // Reshenie. – 2021. – T. 1. – S. 171-173. – EDN HKRZIA.
3. Karasev, G. A. Ob ustoychivosti prognozirovaniya vovlechennosti pol'zovateley v potreblenie kontenta / G. A. Karasev // Tendencii razvitiya nauki i obrazovaniya. – 2024. – № 106-11. – S. 58-66. – DOIhttps://doi.org/10.18411/trnio-02-2024-605. – EDN AGHMVN.
