Night Sleep Deprivation: Computational Analysis of Language Effects

Flavio Carvalho, G. Guedes
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引用次数: 4

Abstract

Changes in our society have been contributing to the raising number of people who will be under the effects of night sleep deprivation. This can harms health in the physical, mental and social aspects. This research work is intended to evaluate if there are differences between the affective characteristics in entries posted in two different time intervals, analyzing psycholinguistic processes and dominant emotions associated to social network users, using the LIWC in portuguese. In this preliminary study, it was possible to show a small difference in emotions expressed by users who posted between 6pm-23:59 and users who posted between 0am-5:59am.
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夜间睡眠剥夺:语言效果的计算分析
我们社会的变化导致越来越多的人受到夜间睡眠不足的影响。这会损害身体、精神和社会方面的健康。本研究旨在评估在两个不同时间间隔发布的条目的情感特征之间是否存在差异,使用葡萄牙语的LIWC分析与社交网络用户相关的心理语言过程和主导情绪。在这个初步研究中,有可能显示在下午6点到23:59之间发布的用户和在早上0点到5:59之间发布的用户表达的情绪有微小的差异。
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