Exploring the World Languages in Twitter

P. Saha, R. Menezes
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引用次数: 5

Abstract

Online social networks play a vital role in spreading information in today's world. Interestingly, the spread of information is due to the existence of the underlying connectivity of the users. An important aspect in the propagation of information in a social network is the language of the connected users. Understanding the information propagation from the perspective of languages is of particular interest because we live in a world with a very diverse set of languages. This paper aims to explore the language networks that are formed as the basis of user interactions in Twitter (an online social network platform). Using Network Science approaches, we unveil the "Twitter language network" as a whole is a connected system of many different languages that acts as an enabler of information spread. The connected language structure arises due to the presence of many multilingual speakers. Our work also sheds light on the similarity of languages from a speaker-preference point of view.
在Twitter上探索世界语言
在当今世界,在线社交网络在传播信息方面发挥着至关重要的作用。有趣的是,信息的传播是由于用户之间存在着潜在的连通性。社交网络中信息传播的一个重要方面是连接用户的语言。从语言的角度理解信息传播是特别有趣的,因为我们生活在一个语言非常多样化的世界。本文旨在探讨Twitter(一个在线社交网络平台)中作为用户交互基础而形成的语言网络。使用网络科学的方法,我们揭示了“Twitter语言网络”作为一个整体是许多不同语言的连接系统,作为信息传播的推动者。这种连接的语言结构是由于许多说多种语言的人存在而产生的。我们的工作还从说话者偏好的角度阐明了语言的相似性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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