基于Facebook片段的用户特征识别

Md. Imran Hossain Showrov, Md. Abdullah Al Awal, Sadia Sazzad
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引用次数: 3

摘要

男女、不同宗教、不同年龄的人在岗位上是否存在实际差异?今天,知道一篇文章是由男性还是女性写的,或者是否有可能通过他们的写作来识别一个人的性别,这是非常重要的。有几部作品描述了男人和女人以及不同宗教的人之间的许多差异。此外,还证明了男女之间或不同宗教的人之间实际上存在语言学、心理学和社会学上的差异。在本文中,我们通过使用几种文本分类算法找出了不同用户之间的差异,分析了这些算法的性能,并在Facebook帖子和评论中报告了它们的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification of Users Feature Based on Facebook Snippets
Is there lying any actual difference in their posts between men and women or people of different religion or age? Today it is very important to know whether a text is written by male or female or is it possible to identify a person's gender by using their writing. Several works described a lot of differences between men and women and people of different religion. Besides, it is proved that there is actually linguistics, psychological and sociological difference between men and women or the difference between people of different religion. In this paper, we have find out the dissimilarities between different users by using several text classification algorithms, analyze the performance of these algorithms and reports their results on Facebook posts and comments.
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