COVID-19大流行是否影响了以太币市场?感知与分析

2022 International Conference on Breakthrough in Heuristics And Reciprocation of Advanced Technologies (BHARAT) Pub Date : 2022-04-01 DOI:10.1109/BHARAT53139.2022.00024

P. Mithillesh Kumar, R. Jeyanthi, K. Deepa

{"title":"COVID-19大流行是否影响了以太币市场?感知与分析","authors":"P. Mithillesh Kumar, R. Jeyanthi, K. Deepa","doi":"10.1109/BHARAT53139.2022.00024","DOIUrl":null,"url":null,"abstract":"In recent days, DeFi tokens have gained popularity as an investment option in the pandemic period and has gained a significant amount of investment. Cryptocurrency trading is a type of DeFi that has gained a lot of attention in the global market. The value of such currencies is increasing on a daily basis and peaked during the pandemic. One of these significant cryptocurrencies is the ether cryptocurrency, which ranks second only to the bitcoin cryptocurrency in terms of the value of a single coin. The ARIMA model will be used to forecast the price of ether. In this paper, an hourly forecast and a short term period forecast are performed. The forecast clearly shows that the ARIMA model performed better on log transformed data than on the original data. It’s also evident that COVID-19 pandemic has also aided the growth of ethereum when compared to previous year.","PeriodicalId":426921,"journal":{"name":"2022 International Conference on Breakthrough in Heuristics And Reciprocation of Advanced Technologies (BHARAT)","volume":"169 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Did COVID-19 Pandemic Influence the Ether Cryptocurrency Market? Perception and Analysis\",\"authors\":\"P. Mithillesh Kumar, R. Jeyanthi, K. Deepa\",\"doi\":\"10.1109/BHARAT53139.2022.00024\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In recent days, DeFi tokens have gained popularity as an investment option in the pandemic period and has gained a significant amount of investment. Cryptocurrency trading is a type of DeFi that has gained a lot of attention in the global market. The value of such currencies is increasing on a daily basis and peaked during the pandemic. One of these significant cryptocurrencies is the ether cryptocurrency, which ranks second only to the bitcoin cryptocurrency in terms of the value of a single coin. The ARIMA model will be used to forecast the price of ether. In this paper, an hourly forecast and a short term period forecast are performed. The forecast clearly shows that the ARIMA model performed better on log transformed data than on the original data. It’s also evident that COVID-19 pandemic has also aided the growth of ethereum when compared to previous year.\",\"PeriodicalId\":426921,\"journal\":{\"name\":\"2022 International Conference on Breakthrough in Heuristics And Reciprocation of Advanced Technologies (BHARAT)\",\"volume\":\"169 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Conference on Breakthrough in Heuristics And Reciprocation of Advanced Technologies (BHARAT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/BHARAT53139.2022.00024\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Breakthrough in Heuristics And Reciprocation of Advanced Technologies (BHARAT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BHARAT53139.2022.00024","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 1

摘要

最近几天，DeFi代币作为一种投资选择在疫情期间受到欢迎，并获得了大量投资。加密货币交易是DeFi的一种，在全球市场上受到了广泛关注。这些货币的价值每天都在增加，并在大流行期间达到顶峰。其中一种重要的加密货币是以太币，就单个硬币的价值而言，它仅次于比特币加密货币。ARIMA模型将用于预测以太坊的价格。本文分别进行了逐时预报和短时预报。预测结果清楚地表明，ARIMA模型在测井转换数据上的表现优于原始数据。同样明显的是，与去年相比，COVID-19大流行也帮助了以太坊的增长。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Did COVID-19 Pandemic Influence the Ether Cryptocurrency Market? Perception and Analysis

In recent days, DeFi tokens have gained popularity as an investment option in the pandemic period and has gained a significant amount of investment. Cryptocurrency trading is a type of DeFi that has gained a lot of attention in the global market. The value of such currencies is increasing on a daily basis and peaked during the pandemic. One of these significant cryptocurrencies is the ether cryptocurrency, which ranks second only to the bitcoin cryptocurrency in terms of the value of a single coin. The ARIMA model will be used to forecast the price of ether. In this paper, an hourly forecast and a short term period forecast are performed. The forecast clearly shows that the ARIMA model performed better on log transformed data than on the original data. It’s also evident that COVID-19 pandemic has also aided the growth of ethereum when compared to previous year.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2022 International Conference on Breakthrough in Heuristics And Reciprocation of Advanced Technologies (BHARAT)

自引率

0.00%

发文量