Investigating global language networks using Google search queries

Esmaeilialiabadi, Danial and Avşar, Bihter and Yousefnezhad, Reza and Esmaeili Aliabadi, Edris (2019) Investigating global language networks using Google search queries. Expert Systems with Applications, 121 . pp. 66-77. ISSN 0957-4174 (Print) 1873-6793 (Online)

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Over the centuries, languages have evolved and influenced each other. These changes might have been caused by long wars, economic superiority, religious imposition or scientific domination. These macro-level forces at micro-level deeply involve individuals who want to translate their messages into another language. Therefore, the frequency of translation requests from a language to another might be an acceptable measure to show the necessity of those languages to each other given speakers of those languages are unable to communicate due to linguistic barriers. In this paper, we first collect the average number of translation requests per month from the Google search engine for one hundred languages and then visualize them by using customized presentation software to identify features and patterns. Based on the extracted information, the rank and the position of each language in the global language network have been investigated with respect to four criteria: translation balance, centrality, the number of connections and native speaker population, and interconnections between language families. Our study sheds light on the individual’s consumption behavior of machine translation in different cultures. Our findings might be interesting especially for policymakers who design school curricula.
Item Type: Article
Uncontrolled Keywords: Global language network; Google Translate; Machine translation; Data visualization; Lingua franca; Scale-free network
Subjects: P Language and Literature > P Philology. Linguistics > P098-98.5 Computational linguistics. Natural language processing
L Education > L Education (General)
Q Science > QA Mathematics > QA076 Computer software
Divisions: Faculty of Engineering and Natural Sciences > Academic programs > Biological Sciences & Bio Eng.
Faculty of Engineering and Natural Sciences
Depositing User: Danial Esmaeilialiabadi
Date Deposited: 07 Jan 2019 15:25
Last Modified: 08 Jun 2023 10:54

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