Interplay between Cryptocurrency Transactions and Online Financial Forums

Author:

Fernández Vilas AnaORCID,Díaz Redondo Rebeca P.ORCID,Couto Cancela Daniel,Torrado Pazos Alejandro

Abstract

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.

Funder

Ministerio de Economía y Competitividad

Publisher

MDPI AG

Subject

General Mathematics,Engineering (miscellaneous),Computer Science (miscellaneous)

Reference30 articles.

1. Possible State Approaches to Cryptocurrencies

2. Finance & Development, June 2018

3. Virtual Currencies Key Definitions and Potential AML/CFT Risks,2018

4. Cryptocurrencies and Blockchain,2018

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Exploring and evaluating the development of an open application programming interface (Open API) architecture for the fintech services ecosystem;Business Process Management Journal;2024-06-10

2. Central bank digital currencies: Consumer data-driven sustainable operation management policy;Technological Forecasting and Social Change;2023-11

3. Cloud with AI;The Role of AI in Enhancing IoT-Cloud Applications;2023-10-03

4. Reconfigure and evaluate consumer satisfaction for Open API in advancing FinTech;Journal of King Saud University - Computer and Information Sciences;2023-10

5. Blockchain Based E-Analysis of Social Media Forums for Crypto Currency Phase Shifts;2023 5th International Conference on Inventive Research in Computing Applications (ICIRCA);2023-08-03

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3