Loneliness does not only have emotional implications on a person but also on his/her well-being. The study of loneliness has been challenging and largely inconclusive in findings because of the several factors that might correlate to the phenomenon. We present one approach to predicting this event by discovering patterns of language associated with loneliness. Our results show insights and promising directions for mining text from instant messaging to predict loneliness.
翻译:孤独不仅对一个人产生情感影响,而且对其福祉也产生情感影响; 孤独的研究一直具有挑战性,而且由于与这一现象可能相关的若干因素,其结果基本上没有结论; 我们提出一种办法,通过发现与孤独有关的语言模式来预测这一事件; 我们的结果显示了采矿文字的洞察力和前景,从即时信息到预测孤独。