加密货币话语如何变化?文本分析

IF 0.1 Q4 ECONOMICS
Gianfranco Tusset
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引用次数: 0

摘要

本文旨在回溯从 2015 年到 2022 年有关加密货币的学术论述,将其视为随时间演变的词汇单体。目的是了解出现了哪些主题,以及这些主题如何改变了关于加密货币的论述。我们采用了三步方法。第一步是文本挖掘,我们可以从 1057 篇有关该主题的学术文章中创建包含词频/n-grams 的矩阵。第二步,通过对应分析来丰富词汇分析。对应分析是衡量学术话语 "距离 "和演变以及识别重要内容不连续性的有用工具。最后,因果分析的最终目标是了解是否有可能确定加密货币话语的未来发展,它是否会吸收来自外部的实例,还是继续专注于迄今为止的主流主题。通过确定和应用分析加密货币话语演变的方法,我们至少可以区分出以特定内容和加密货币为特征的两个不同阶段。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
How the Cryptocurrency Discourse is Changing: A Textual Analysis
The paper aims to retrace the academic discourse on cryptocurrencies from 2015 to 2022 by treating it as a lexical unicum that evolves over time. The purpose is to understand what themes have emerged and how they have changed the discourse on cryptocurrencies. We used a three-step methodology. The first consists of text mining that allows us to create, from 1057 academic articles on the subject, the matrix containing the frequencies of words/n-grams. In a second step, lexical analysis is enriched by correspondence analysis, a useful tool to measure the "distance" and evolution of academic discourse and to identify significant content discontinuity. Finally, the causal analysis addresses the ultimate goal of understanding whether it is possible to define future developments in the cryptocurrency discourse, whether it will absorb instances from outside or remain focused on the prevailing themes to date. The identification and application of a method to analyze the evolution of the cryptocurrency discourse allowed us to distinguish at least two distinct phases characterized by specific content and cryptocurrencies.
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CiteScore
0.20
自引率
0.00%
发文量
12
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