A gender based study of tagging behavior in twitter

Evandro Cunha, Gabriel Magno, Virgílio A. F. Almeida, Marcos André Gonçalves, Fabrício Benevenuto
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引用次数: 29

Abstract

Gender plays a key role in the process of language variation. Men and women use language in different ways, according to the expected behavior patterns associated with their status in the communities. In this paper, we present a first description of gender distinctions in the usage of Twitter hashtags. After analyzing data collected from more than 650,000 tagged tweets concerning three different subjects, we concluded that gender can be considered a social factor that influences the user's choice of particular hashtags about a given topic. This study aims to increase knowledge about human behavior in free tagging environments and may be useful to the development of tag recommendation systems based on users' collective preferences.
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基于性别的twitter标签行为研究
性别在语言变异过程中起着关键作用。根据与他们在社区中的地位相关的预期行为模式,男性和女性使用语言的方式不同。在本文中,我们首次描述了Twitter标签使用中的性别差异。在分析了超过65万条关于三个不同主题的标签推文的数据后,我们得出结论,性别可以被认为是影响用户选择特定主题标签的社会因素。本研究旨在增加对自由标签环境中人类行为的了解,并可能对基于用户集体偏好的标签推荐系统的开发有用。
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HT '22: 33rd ACM Conference on Hypertext and Social Media, Barcelona, Spain, 28 June 2022- 1 July 2022 HT '21: 32nd ACM Conference on Hypertext and Social Media, Virtual Event, Ireland, 30 August 2021 - 2 September 2021 HT '20: 31st ACM Conference on Hypertext and Social Media, Virtual Event, USA, July 13-15, 2020 Detecting Changes in Suicide Content Manifested in Social Media Following Celebrity Suicides. QualityRank: assessing quality of wikipedia articles by mutually evaluating editors and texts
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