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首页> 外文期刊>Journal of Information Warfare >Automated Categorization of Profiles for Psychological Operations: An Analysis of Data and Text Mining Approaches
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Automated Categorization of Profiles for Psychological Operations: An Analysis of Data and Text Mining Approaches

机译：心理运营的自动分类：数据和文本挖掘方法分析

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摘要

Influencing one's adversary has always been an objective in warfare. To date the majority of psychological influence operations have been geared toward the masses. A tailored approach of individual targeting is preferred but requires unattainable resources. This paper investigates whether state-of-the-art data and text mining tools can be used to automate the categorization/segmentation of individual profiles for psychological operations. Five data and text mining software applications were tested and their results compared with those of a social psychologist. Using statistical analysis, it was concluded that current data and text mining tools are not mature enough to produce results comparable with those produced by psychologists.
机译：影响一个人的对手一直是战争的目标。 迄今为止，大多数心理影响行动都是针对群众的。 个人目标的量身定制的方法是优选的，但需要无法实现的资源。 本文调查了最先进的数据和文本挖掘工具可用于自动化个人概况的分类/分割心理运营。 测试了五个数据和文本挖掘软件应用程序及其与社会心理学家的结果相比。 使用统计分析，得出结论是，当前数据和文本采矿工具不足以产生与心理学家产生的结果相当的结果。

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