论文标题
比特币的区块链数据分析：图理论观点
Bitcoin's Blockchain Data Analytics: A Graph Theoretic Perspective
论文作者
论文摘要
比特币是全球使用的最受欢迎的加密货币。它通过使用公共密钥作为交易终点来建立身份来为其用户提供化名。这些交易记录在一个不可变的公共分类帐中，称为区块链，这是一个仅附加数据结构。比特币的受欢迎程度不合理。总体趋势显示了共同质量的积极反应，表明信任和隐私问题的增加，这是从分析的角度出发的有趣用例。此外，由于区块链是公开可用的和最新的，因此任何分析都将提供对使用模式的实时见解，这些模式最终将有助于对法律执法机构，经济学家，科技爱好者等进行许多推论。在本文中，我们研究了从Bitcoin Blovechain Blogical Persife propers Profect project project projective the Blogice projective of Bitcoin blovice the Projective of Bitcoin blovice projective。我们还提出了一个用于执行此类数据分析的框架，并使用建议的框架探索了几个用例。
Bitcoin is the most popular cryptocurrency used worldwide. It provides pseudonymity to its users by establishing identity using public keys as transaction end-points. These transactions are recorded on an immutable public ledger called Blockchain which is an append-only data structure. The popularity of Bitcoin has increased unreasonably. The general trend shows a positive response from the common masses indicating an increase in trust and privacy concerns which makes an interesting use case from the analysis point of view. Moreover, since the blockchain is publicly available and up-to-date, any analysis would provide a live insight into the usage patterns which ultimately would be useful for making a number of inferences by law-enforcement agencies, economists, tech-enthusiasts, etc. In this paper, we study various applications and techniques of performing data analytics over Bitcoin blockchain from a graph theoretic perspective. We also propose a framework for performing such data analytics and explored a couple of use cases using the proposed framework.
