{"title":"A Comparative Analysis of the Semantic Field of ‘deception’: A Case Study Of Russian And American Imageboard Messages","authors":"Olga Lykova, D. Gordeev","doi":"10.18778/1731-7533.19.1.06","DOIUrl":null,"url":null,"abstract":"This article uses the material of anonymous Internet forums to analyse the semantic field of deception by the instrumentality of artificial neural networks. Two major imageboards were investigated: 2ch.hk and 4chan.org, being the most popular Russian and American imageboards. For the experiment an algorithm called Word2vec was used to examine 30 million word usages for either of the languages. This analysis revealed 10 words with the greatest semantic proximity to terms from semantic fields of «deception» for Russian and American English. The results showed the tendency among native Russian imageboard users to link the concept of deception with religion and spiritual sphere, while American forum users associate deception with politics and related concepts.","PeriodicalId":38985,"journal":{"name":"Research in Language","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Research in Language","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.18778/1731-7533.19.1.06","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Arts and Humanities","Score":null,"Total":0}
引用次数: 0
Abstract
This article uses the material of anonymous Internet forums to analyse the semantic field of deception by the instrumentality of artificial neural networks. Two major imageboards were investigated: 2ch.hk and 4chan.org, being the most popular Russian and American imageboards. For the experiment an algorithm called Word2vec was used to examine 30 million word usages for either of the languages. This analysis revealed 10 words with the greatest semantic proximity to terms from semantic fields of «deception» for Russian and American English. The results showed the tendency among native Russian imageboard users to link the concept of deception with religion and spiritual sphere, while American forum users associate deception with politics and related concepts.
期刊介绍：
Research in Language (RiL) is an international journal committed to publishing excellent studies in the area of linguistics and related disciplines focused on human communication. Language studies, as other scholarly disciplines, undergo two seemingly counteracting processes: the process of diversification of the field into narrow specialized domains and the process of convergence, strengthened by interdisciplinarity. It is the latter perspective that RiL editors invite for the journal, whose aim is to present language in its entirety, meshing traditional modular compartments, such as phonetics, phonology, morphology, syntax, semantics, and pragmatics, and offer a multidimensional perspective which exposes varied but relevant aspects of language, e.g. the cognitive, the psychological, the institutional aspect, as well as the social shaping of linguistic convention and creativity.
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