在线约会平台的激活游戏

E. Altman, F. Pellegrini, Huijuan Wang
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引用次数: 1

摘要

在本文中,我们描述了一个在线约会平台(ODPs)用户激活水平的模型。这种受欢迎的系统是为了匹配两组潜在伴侣中的个体而设计的。这些平台的业务围绕着客户对未来日期的期望:在向平台所有者支付费用后,odp提供特定的工具来提高覆盖范围和可见性。但是,odp需要一定数量的活跃用户来维持其运营(和业务)。该平台的客户为了更显眼和吸引伴侣的联系,不惜付出代价。如果一个用户在一段时间内没有被其他人联系,他或她就会变得不活跃:被潜在的伴侣联系就像一个激活信号。我们分析的目的是提出一个博弈论框架,以战略形式捕捉这种复杂的激活问题。我们揭示了纳什均衡的结构,并进一步导出了Stackelberg公式。后者是一个等级游戏,平台所有者的目标是利润最大化,同时保持ODP活动水平高于临界流行病阈值。
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Activation games in online dating platforms
In this paper we describe a model for the activation level of users in online dating platforms (ODPs). Such popular systems are conceived in order to match individuals from two groups of potential mates. The business of such platforms pivots around the customers' expectancy to get in contact with their future dates: upon the payment of a fee to the platform owner, ODPs provide specific tools to improve reach and visibility.However, ODPs require a critical number of active users in order to sustain their operations (and their business). Customers of the platform trade off on the price for being more visible and attract mates' contacts. A user becomes inactive if he or she is not contacted by others for some time: being contacted by potential mates acts as an activation signal. The aim of our analysis is to propose a game theoretical framework to capture such a complex activation problem in strategic form. We unveil the structure of Nash equilibria and we further derive a Stackelberg formulation. The latter is a hierarchical game where the platform owner aims at maximizing profits while preserving the ODP activity level above a critical epidemic threshold.
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