Collaborative Regulation of the “Personalization-Privacy” Dilemma Based on Stochastic Catastrophe Theory

DOI

10.2991/978-94-6463-734-2_77How to use a DOI?

Keywords

“personalization-privacy” dilemma; evolutionary game theory; Catastrophe; collaborative regulation

Abstract

The frequent occurrence of privacy - risk events such as “APP eavesdropping”, “excessive data collection”, and “big data price discrimination” has made the “personalization - privacy” dilemma that users face in precision marketing increasingly severe. There is an urgent need for collaborative regulation by enterprises and the government. However, there are many uncertain factors in the complex external environment, which can easily trigger mutations in the collaborative regulation involving multiple participants. This paper expands the evolutionary game model using random interference and stochastic dynamics equations. Based on catastrophe theory, the stochastic dynamics equations are transformed into a catastrophe model through the limiting probability density to study the nonlinear evolution process of collaborative regulation and reveal the mutation control strategies for collaborative regulation. This research provides new insights into the internal mutation mechanism of collaborative regulation evolution, offering a new way to solve the “personalization - privacy” dilemma of users in precision marketing.

Copyright

© 2025 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Download article (PDF)

TY  - CONF
AU  - Yufang Dang
PY  - 2025
DA  - 2025/05/27
TI  - Collaborative Regulation of the “Personalization-Privacy” Dilemma Based on Stochastic Catastrophe Theory
BT  - Proceedings of the 2025 10th International Conference on Social Sciences and Economic Development (ICSSED 2025)
PB  - Atlantis Press
SP  - 708
EP  - 716
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-94-6463-734-2_77
DO  - 10.2991/978-94-6463-734-2_77
ID  - Dang2025
ER  -