BitConduite: Exploratory Visual Analysis of Entity Activity on the Bitcoin Network

【Author】 Kinkeldey, Christoph; Fekete, Jean-Daniel; Blascheck, Tanja; Isenberg, Petra

【Source】IEEE COMPUTER GRAPHICS AND APPLICATIONS

【影响因子】1.909

【Abstract】We present BitConduite, a visual analytics approach for explorative analysis of financial activity within the Bitcoin network, offering a view on transactions aggregated by entities, i.e., by individuals, companies, or other groups actively using Bitcoin. BitConduite makes Bitcoin data accessible to nontechnical experts through a guided workflow around entities analyzed according to several activity metrics. Analyses can be conducted at different scales, from large groups of entities down to single entities. BitConduite also enables analysts to cluster entities to identify groups of similar activities as well as to explore characteristics and temporal patterns of transactions. To assess the value of our approach, we collected feedback from domain experts.

【Keywords】Conferences; Portable document format; Indexes; Typesetting; Loading; Web sites; Warranties; Class; IEEEtran; L A T E X; paper; style; template; typesetting

【发表时间】2022 JAN 1

【收录时间】2022-02-05

【文献类型】期刊

【主题类别】

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