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Improving the Efficiency of Allocating Crowd Donations with Agent-Based Simulation Model

机译:提高基于代理的仿真模型分配人群捐赠的效率

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Crowdfunding platforms are emerging as an important online social platform to raise capital and awareness for innovative projects. When considered as a general online social system, the goal of a crowd-funding platform is to efficiently allocate a large number of small funds to promising new projects. However, the efficiency of donation allocation and the success rate of projects can be influenced by the behavior of donors, such as how they evaluate each project and choose the projects to donate. To understand how such behavior could impact crowdfunding market, we developed an agent-based model of crowdfunding to investigate three factors, i.e., project visibility, noise of perceived project quality, and donor strategies. These factors may impact the efficiency of a crowdfunding platform.
机译:众筹平台是一个重要的在线社交平台,以提高资本和对创新项目的认识。当被认为是一般在线社会系统时,人群资助平台的目标是有效地将大量小型资金分配给有前途的新项目。然而,捐赠分配的效率和项目的成功率可能受到捐助者的行为的影响,例如他们如何评估每个项目并选择捐赠的项目。要了解这些行为如何影响众筹,我们开发了一个基于代理的众德国模型,以调查三个因素,即项目可见性,感知项目质量的噪音和捐助者策略。这些因素可能会影响众筹平台的效率。

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