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Agent-based modeling of zapping behavior of viewers, television commercial allocation, and advertisement markets

机译:基于代理的观众对电视切换行为的建模   商业配置和广告市场

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摘要

We propose a simple probabilistic model of zapping behavior of televisionviewers. Our model might be regarded as a `theoretical platform' to investigatethe human collective behavior in the macroscopic scale through the zappingaction of each viewer at the microscopic level. The stochastic process ofaudience measurements as macroscopic quantities such as television programrating point or the so-called gross rating point (GRP for short) arereconstructed using the microscopic modeling of each viewer's decision making.Assuming that each viewer decides the television station to watch by means ofthree factors, namely, physical constraints on television controllers,exogenous information such as advertisement of program by television station,and endogenous information given by `word-of-mouth communication' through thepast market history, we shall construct an aggregation probability ofGibbs-Boltzmann-type with the energy function. We discuss the possibility forthe ingredients of the model system to exhibit the collective behavior due tonot exogenous but endogenous information.
机译:我们提出了一个简单的概率的电视观众跳台行为的概率模型。我们的模型可以看作是一个“理论平台”,可以通过每个观看者在微观层面上的轻弹动作来调查宏观尺度上的人类集体行为。观众测量的随机过程是宏观的,例如电视节目点或所谓的总收视点(GRP),是使用每个观看者的决策的微观模型重建的。假设每个观看者通过三个来决定要观看的电视台影响因素,包括电视控制器的物理约束,电视台节目广告之类的外来信息以及通过过去的市场历史通过“口碑传播”提供的内在信息,我们将构建Gibbs-Boltzmann型的聚集概率具有能量功能。我们讨论了由于不是外生信息而是内生信息导致模型系统的成分表现出集体行为的可能性。

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