加密货币交易与在线金融论坛之间的相互作用

Ana Fernández Vilas, Rebeca P. Díaz Redondo, Daniel Couto Cancela, Alejandro Torrado Pazos
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引用次数: 0

摘要

加密货币是一种数字货币,旨在利用加密技术提供安全性和匿名性。尽管加密货币是一种突破,并提供了一些重要的好处,但由于缺乏监管机构和透明度,其使用也存在一些风险。由于虚假信息和不稳定性让个人投资者望而却步,加密货币的出现与在线用户社区和论坛的兴起相伴而生,它们是分享信息的场所,可以减轻用户的不信任。本研究侧重于研究这些加密货币论坛与加密货币价值波动之间的相互作用。本研究表明,Bitcointalk 论坛的活跃程度与 BTC 价值的走势保持着直接的联系,因此,分析这种相互作用将是支持个人在不受监管的市场上进行投资的一个完美基础,同时还能确认加密货币论坛是否显示出检测 BTC 价值异常行为以及预测或估计这些价值的迹象。该实验强调,论坛数据可以解释金融领域的特定事件。实验还强调了报价(回复帖子的常规机制)在以下时期的相关性:(1) 当围绕某些主题的帖子高度集中时;(2) 当观察到 BTC 价格达到峰值时;以及 (3) 当 BTC 价格逐渐下移,用户打算卖出时。
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Interplay between Cryptocurrency Transactions and Online Financial Forums
Cryptocurrencies are a type of digital money meant to provide security and anonymity while using cryptography techniques. Although cryptocurrencies represent a breakthrough and provide some important benefits, their usage poses some risks that are a result of the lack of supervising institutions and transparency. Because disinformation and volatility is discouraging for personal investors, cryptocurrencies emerged hand-in-hand with the proliferation of online users' communities and forums as places to share information that can alleviate users' mistrust. This research focuses on the study of the interplay between these cryptocurrency forums and fluctuations in cryptocurrency values. In particular, the most popular cryptocurrency Bitcoin (BTC) and a related active discussion community, Bitcointalk, are analyzed. This study shows that the activity of Bitcointalk forum keeps a direct relationship with the trend in the values of BTC, therefore analysis of this interaction would be a perfect base to support personal investments in a non-regulated market and, to confirm whether cryptocurrency forums show evidences to detect abnormal behaviors in BTC values as well as to predict or estimate these values. The experiment highlights that forum data can explain specific events in the financial field. It also underlines the relevance of quotes (regular mechanism to response a post) at periods: (1) when there is a high concentration of posts around certain topics; (2) when peaks in the BTC price are observed; and, (3) when the BTC price gradually shifts downwards and users intend to sell.
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