Abstract
Nowadays, the management and control of open complex giant systems have become a hot topic. In this paper, based on the features of network topology, nodes’ heterogeneity and various information attributes, we propose a trilateral game to model the information flow management mechanism for open complex giant systems. Moreover, the players’ interactions and strategies are elaborated, followed by the derivation of the subgame perfect Nash equilibrium of this game. Furthermore, we provide a toy example relying on the K-anonymity algorithm to model the degree of ‘information transparency’ for the information supervisors. Finally, sufficient simulation results and theoretical analysis show the efficiency and feasibility of our proposed model.
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Jiang, C., Chen, Y., Liu, K.R.: Evolutionary dynamics of information diffusion over social networks. IEEE Trans. Sig. Process. 62(17), 4573–4586 (2014)
Jiang, C., Zhang, H., Ren, Y., Han, Z., Chen, K.-C., Hanzo, L.: Machine learning paradigms for next-generation wireless networks. IEEE Wirel. Commun. PP, 2–9 (2016)
Wang, J., Jiang, C., Quek, T.Q.S., Wang, X., Ren, Y.: The value strength aided information diffusion in socially-aware mobile networks. IEEE Access 4, 3907–3919 (2016)
Qiu, W., Wang, Y., Yu, J.: A game theoretical model of information dissemination in social network. In: International Conference on Complex Systems, pp. 1–6 (2012)
Zhang, J., Gauthier, V., Labiod, H., Banerjee, A., Afifi, H.: Information dissemination in vehicular networks using evolutionary game theory. In: 2014 IEEE International Conference on Communications, Sydney, Australia, pp. 124–129 (2013)
Sweeney, L.: k-Anonymity: a model for protecting privacy. Int. J. Uncertainty Fuzziness Knowl. Based Syst. 10(05), 557–570 (2002)
Xu, L., Jiang, C., Wang, J., Yuan, J., Ren, Y.: Information security in big data: privacy and data mining. IEEE Access 2, 1149–1176 (2014)
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Yang, D., Duan, R., Guan, S., Sun, J., Xue, H. (2019). Trilateral Game Aided Information Management for Open Complex Giant Systems. In: Liang, Q., Mu, J., Jia, M., Wang, W., Feng, X., Zhang, B. (eds) Communications, Signal Processing, and Systems. CSPS 2017. Lecture Notes in Electrical Engineering, vol 463. Springer, Singapore. https://doi.org/10.1007/978-981-10-6571-2_213
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DOI: https://doi.org/10.1007/978-981-10-6571-2_213
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