基于博弈论的数据产品定价机制研究

Siyao Qin, Yaqing Si, B. He, Hongyan Yan, Wen Li, Xuemei Shi
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引用次数: 0

摘要

在网络数据交易市场形成之初,数据产品的价值认同和交易往往离不开买卖双方的网络博弈过程。本研究重点研究数据产品全生命周期的在线有效定价机制,并在此基础上重点研究两类价格的形成机制。一是涉及供给侧的内部利益分配,数据产品的生产和流通由多方共同完成。本文建立了数据资源提供者、数据衍生处理者和数据交换平台的合作博弈模型,设计了基于Shapley值法的利益分配机制。计算结果证明了利润分配的合理性和可行性。二是确定数据产品在供给侧和需求侧的交易价格。本文设计了一套两阶段在线议价机制。第一阶段是价值维度因素的议价,第二阶段是纯价格的议价,两个阶段都可以根据交易的实际情况设置多轮动态博弈。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on pricing mechanism of data products based on game theory
At the beginning of the formation of the online data trading market, the value recognition of a data product and the transaction are often inseparable from the online game process between the buyers and the sellers. This research focuses on the study of the online efficient pricing mechanism of the whole life cycle of the data product, and on this basis focuses on the formation mechanism of two types of prices. First, it involves the internal benefit distribution of the supply side, and the production and circulation of data products are jointly completed by multiple parties. In this paper, the cooperative game model which of data resource providers, data derivative processors and data exchange platforms is built, and the benefit distribution mechanism based on Shapley value method is designed. The calculation proves the rationality and feasibility of profit distribution. The second is the determination of the transaction price of data products on the supply side and the demand side. This paper designs a set of two-stage online bargaining mechanism. The first stage is the bargaining of the value dimension factor, the second stage is the bargaining of pure price, and both stages can set multiple rounds of dynamic game according to the actual situation of the transaction.
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