Text Mining

Automated Categorization of Profiles for Psychological Operations: An Analysis of Data and Text Mining Approaches

ABSTRACT

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.

Published In

Volume 5, Issue 2

Journal of Information Warfare

The definitive publication for the best and latest research and analysis on information warfare, information operations, and cyber crime. Available in traditional hard copy or online.

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The definitive publication for the best and latest research and analysis on information warfare, information operations, and cyber crime. Available in traditional hard copy or online.

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