Using correspondence analysis to monitor the persona segmentation process

Lieve Laporte, K. Slegers, Dirk De Grooff
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引用次数: 33

Abstract

Persona segmentation is the first phase of the persona method. It can be defined as the process of creating representative groups of similar users. Since the origin of the persona technique, both qualitative and quantitative methods have been used to create persona segments. While the qualitative approach has been criticized because of its lack of accuracy in creating persona segments, application of quantitative methods seems to be suffering from the same problem, due to inconsiderate application of statistical techniques. In this paper, we present Correspondence Analysis, an exploratory data technique, as an alternative quantitative persona segmentation method. We demonstrate that this method is appropriate to create useful persona profiles, and, additionally, it can aid in carefully monitoring the segmentation process.
使用对应分析来监控人物角色分割过程
人物角色分割是人物角色方法的第一阶段。它可以定义为创建具有代表性的相似用户组的过程。自从人物角色技术诞生以来,定性和定量方法都被用于创建人物角色片段。虽然定性方法因其在创建人物角色细分方面缺乏准确性而受到批评,但定量方法的应用似乎也存在同样的问题,因为统计技术的应用不周全。在本文中,我们提出了对应分析,一种探索性的数据技术,作为一种替代的定量人物分割方法。我们证明了这种方法适合于创建有用的人物角色配置文件,此外,它还可以帮助仔细监视分割过程。
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