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Evolutionary games for cooperation in open data management

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  • Benko, Tina P.
  • Pi, Bin
  • Li, Qin
  • Feng, Minyu
  • Perc, Matjaž
  • Blažun Vošner, Helena

Abstract

In the era of big data, open data has become a critical factor in production. To establish a stable and long-term open data management mechanism, we investigate the evolution of cooperative behaviors in open data management based on networked evolutionary games, where complex networks are used to model the interaction structure between open data managers and game theory is employed to illustrate the social dilemmas faced by these managers. In addition, we account for the dynamic nature of social dilemmas in the interactions between managers, recognizing that the dilemmas they encounter are not static but rather evolve over time. To model this, we use different game models to represent various social dilemmas and propose social dilemma transitions to capture the evolving dilemmas faced between open data managers. In our simulations, we explore how payoff parameters and transition rates influence the emergence and sustainability of cooperation across different population structures, finding that both factors play a significant role in the evolution of cooperation. Furthermore, the cooperative evolution dynamics is analyzed on a square lattice network with periodic boundaries from a microscopic perspective. We also study the influence of different patterns of social dilemma transition on the evolution of cooperation. The findings presented in this paper may offer valuable insights for open data managers, helping them make informed decisions, and fostering the evolution of cooperation within open data management systems.

Suggested Citation

  • Benko, Tina P. & Pi, Bin & Li, Qin & Feng, Minyu & Perc, Matjaž & Blažun Vošner, Helena, 2025. "Evolutionary games for cooperation in open data management," Applied Mathematics and Computation, Elsevier, vol. 496(C).
    • Handle: RePEc:eee:apmaco:v:496:y:2025:i:c:s0096300325000918
    DOI: 10.1016/j.amc.2025.129364
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    References listed on IDEAS

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    1. Zhang, Yuji & Zeng, Ziyan & Pi, Bin & Feng, Minyu, 2023. "An evolutionary game with revengers and sufferers on complex networks," Applied Mathematics and Computation, Elsevier, vol. 457(C).
    2. Yi Song & Dan Chang & Lizhu Cui, 2022. "The Evolutionary Game of Cooperative Air Pollution Management under Complex Networks," Sustainability, MDPI, vol. 15(1), pages 1-22, December.
    3. Liu, Run-Ran & Jia, Chun-Xiao & Rong, Zhihai, 2020. "Effects of strategy-updating cost on evolutionary spatial prisoner’s dilemma game," Applied Mathematics and Computation, Elsevier, vol. 386(C).
    4. Kwon, Ohbyung & Lee, Namyeon & Shin, Bongsik, 2014. "Data quality management, data usage experience and acquisition intention of big data analytics," International Journal of Information Management, Elsevier, vol. 34(3), pages 387-394.
    5. Alexander Bisaro & Jochen Hinkel, 2016. "Governance of social dilemmas in climate change adaptation," Nature Climate Change, Nature, vol. 6(4), pages 354-359, April.
    6. Hisashi Ohtsuki & Christoph Hauert & Erez Lieberman & Martin A. Nowak, 2006. "A simple rule for the evolution of cooperation on graphs and social networks," Nature, Nature, vol. 441(7092), pages 502-505, May.
    7. Zhang, Qianwei & Tang, Rui & Lu, Yilun & Wang, Xinyu, 2024. "The impact of anxiety on cooperative behavior: A network evolutionary game theory approach," Applied Mathematics and Computation, Elsevier, vol. 474(C).
    8. Scatà, Marialisa & Di Stefano, Alessandro & La Corte, Aurelio & Liò, Pietro & Catania, Emanuele & Guardo, Ermanno & Pagano, Salvatore, 2016. "Combining evolutionary game theory and network theory to analyze human cooperation patterns," Chaos, Solitons & Fractals, Elsevier, vol. 91(C), pages 17-24.
    9. Christian Hilbe & Štěpán Šimsa & Krishnendu Chatterjee & Martin A. Nowak, 2018. "Evolution of cooperation in stochastic games," Nature, Nature, vol. 559(7713), pages 246-249, July.
    10. Ling, Ting & Li, Zhang & Feng, Minyu & Szolnoki, Attila, 2025. "Supervised cooperation on interdependent public goods games," Applied Mathematics and Computation, Elsevier, vol. 492(C).
    11. Xiaodan Kong & Qi Xu & Tao Zhu, 2019. "Dynamic Evolution of Knowledge Sharing Behavior among Enterprises in the Cluster Innovation Network Based on Evolutionary Game Theory," Sustainability, MDPI, vol. 12(1), pages 1-23, December.
    12. Geng, Yini & Lu, Yikang & Hong, Lijun & Shi, Lei, 2025. "Evolution of cooperation with asymmetric rewards," Applied Mathematics and Computation, Elsevier, vol. 487(C).
    13. Sun, Xingping & Li, Mingyuan & Kang, Hongwei & Shen, Yong & Chen, Qingyi, 2023. "Combined effect of pure punishment and reward in the public goods game," Applied Mathematics and Computation, Elsevier, vol. 445(C).
    14. Pi, Bin & Li, Yuhan & Feng, Minyu, 2022. "An evolutionary game with conformists and profiteers regarding the memory mechanism," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 597(C).
    15. He, Jialu & Cui, Lei, 2024. "The persistence-based game transition resolves the social dilemma," Applied Mathematics and Computation, Elsevier, vol. 477(C).
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    1. Xie, Kai & Szolnoki, Attila, 2025. "Reputation in public goods cooperation under double Q-learning protocol," Chaos, Solitons & Fractals, Elsevier, vol. 196(C).
    2. Liu, Xu & Wang, Chongkai & Cui, Longqing & Xu, Zhehang & Liu, Yanni & Han, Xiao-Pu & Meng, Fanyuan, 2025. "Enhancing cooperation by balancing the contributions of early and late movers in spatial threshold public goods games," Chaos, Solitons & Fractals, Elsevier, vol. 196(C).

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