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Manifestations of user personality in website choice and behaviour on online social networks

机译:用户个性在在线社交网络上的网站选择和行为中表现出来

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Individual differences in personality affect users' online activities as much as they do in the offline world. This work, based on a sample of over a third of a million users, examines how users' behaviour in the online environment, captured by their website choices and Facebook profile features, relates to their personality, as measured by the standard Five Factor Model personality questionnaire. Results show that there are psychologically meaningful links between users' personalities, their website preferences and Facebook profile features. We show how website audiences differ in terms of their personality, present the relationships between personality and Facebook profile features, and show how an individual's personality can be predicted from Facebook profile features. We conclude that predicting a user's personality profile can be applied to personalize content, optimize search results, and improve online advertising.
机译:个性的个体差异会像在离线世界中一样影响用户的在线活动。这项工作基于超过一百万个用户的三分之一的抽样调查,研究了用户在其网站选择和Facebook个人资料功能中所捕获的在线环境中的行为与他们的个性之间的关系,通过标准的五因素模型个性来衡量问卷。结果表明,用户个性,网站偏好和Facebook个人资料功能之间在心理上具有有意义的联系。我们展示了网站受众在个性方面的差异,展示了个性与Facebook个人资料功能之间的关系,并展示了如何从Facebook个人资料功能中预测个人的个性。我们得出的结论是,预测用户的个性配置文件可用于个性化内容,优化搜索结果并改善在线广告。

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