Design and implementation of an ecological big data sharing incentive system based on contract theory and game theory

Yucheng Li; Xiaodan Zhang; Hongyu Wang; Chang Liu; Shaojie You

doi:10.1117/12.3010220

15 November 2023 Design and implementation of an ecological big data sharing incentive system based on contract theory and game theory

Yucheng Li, Xiaodan Zhang, Hongyu Wang, Chang Liu, Shaojie You

Author Affiliations +

Proceedings Volume 12815, International Conference on Remote Sensing, Mapping, and Geographic Systems (RSMG 2023); 1281506 (2023) https://doi.org/10.1117/12.3010220
Event: International Conference on Remote Sensing, Mapping, and Geographic Systems (RSMG 2023), 2023, Kaifeng, China

Abstract

The Three Rivers Source region is located in the high-altitude hinterland of the Qinghai-Tibet Plateau, and its ecological complexity and biodiversity render its ecological data invaluable. To address the issue of improving people's willingness to share data, an incentive system for ecological big data sharing based on contract theory and game theory is proposed in this paper. The combination of these two incentive mechanisms comprehensively considers various scenarios in actual situations and has a positive incentive effect on sharing ecological big data. The incentive mechanism based on contract theory formulates detailed contractual data sharing guidelines based on the quality, scarcity, and demand of shared data. This mechanism clarifies the accurate benefits and costs of data sharers and data demanders and effectively promotes the sharing of non-competitive data sets. Additionally, the incentive mechanism based on game theory designs the data sharing process as a game model. This approach maximizes the benefits between data sharers and data demanders, thus promoting the sharing of competitive data sets. Finally, the paper provides a specific implementation of the incentive system, and the results align with expectations.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Yucheng Li, Xiaodan Zhang, Hongyu Wang, Chang Liu, and Shaojie You "Design and implementation of an ecological big data sharing incentive system based on contract theory and game theory", Proc. SPIE 12815, International Conference on Remote Sensing, Mapping, and Geographic Systems (RSMG 2023), 1281506 (15 November 2023); https://doi.org/10.1117/12.3010220

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