论文标题

加密货币交易:一项全面调查

Cryptocurrency Trading: A Comprehensive Survey

论文作者

Fang, Fan, Ventre, Carmine, Basios, Michail, Kanthan, Leslie, Li, Lingbo, Martinez-Regoband, David, Wu, Fan

论文摘要

近年来,在其投资组合中包括加密货币在内的金融机构数量的趋势加速了。加密货币是资产管理人员首个纯数字资产。尽管它们具有与传统资产更具传统资产的共同点,但它们具有自己的独立性质,其作为资产的行为仍在被理解的过程中。因此,重要的是要总结现有的研究论文和有关加密货币交易的结果,包括可用交易平台,交易信号,交易策略研究和风险管理。本文通过涵盖了146个有关加密货币交易各个方面的研究论文(例如加密货币交易系统,泡沫和极端条件,波动性和返回的预测,加密货币 - 收藏组合投资组合构建和加密贸易,技术交易,技术贸易以及其他技术),对加密货币交易研究进行了全面调查。本文还分析了研究对象(内容/属性)和技术之间的数据集,研究趋势和分布,并以一些有希望的机会在加密货币交易中保持开放。

In recent years, the tendency of the number of financial institutions including cryptocurrencies in their portfolios has accelerated. Cryptocurrencies are the first pure digital assets to be included by asset managers. Although they have some commonalities with more traditional assets, they have their own separate nature and their behaviour as an asset is still in the process of being understood. It is therefore important to summarise existing research papers and results on cryptocurrency trading, including available trading platforms, trading signals, trading strategy research and risk management. This paper provides a comprehensive survey of cryptocurrency trading research, by covering 146 research papers on various aspects of cryptocurrency trading (e.g., cryptocurrency trading systems, bubble and extreme conditions, prediction of volatility and return, crypto-assets portfolio construction and crypto-assets, technical trading and others). This paper also analyses datasets, research trends and distribution among research objects(contents/properties) and technologies, concluding with some promising opportunities that remain open in cryptocurrency trading.

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