Twitter上使用日语吗?一项大规模的研究
Is Japanese gendered language used on Twitter ? A large scale study
摘要:
本研究分析了日本性别语言在Twitter上的使用情况。从2015年到2019年收集的4.08亿条日本推文开始,以及2355个手动分类的Twitter帐户时间线样本,按性别和类别(政治家,音乐家等)进行分类。本文对语料进行了大规模的语篇分析,以识别和考察出现在语篇中的句末助词和第一人称代词。事实证明,性别语言实际上也在Twitter上使用,大约有6%的推文,并且规定性的“男性”和“女性”语言分类并不总是符合预期,有显着的例外。此外,SFP和代词显示出增加或减少的趋势,表明Twitter上使用的语言的演变。
英文摘要:
This study analyzes the usage of Japanese gendered language on Twitter. Starting from a collection of 408 million Japanese tweets from 2015 till 2019 and an additional sample of 2355 manually classified Twitter accounts timelines into gender and categories (politicians, musicians, etc). A large scale textual analysis is performed on this corpus to identify and examine sentence-final particles (SFPs) and first-person pronouns appearing in the texts. It turns out that gendered language is in fact used also on Twitter, in about 6% of the tweets, and that the prescriptive classification into "male" and "female" language does not always meet the expectations, with remarkable exceptions. Further, SFPs and pronouns show increasing or decreasing trends, indicating an evolution of the language used on Twitter.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。