Process Mining on Blockchain Data: A Case Study of Augur

被引：17

作者：

Hobeck, Richard ^{[1
]}

Klinkmueller, Christopher ^{[2
]}

Bandara, H. M. N. Dilum ^{[2
]}

Weber, Ingo ^{[1
]}

van der Aalst, Wil M. P. ^{[3
]}

机构：

[1] Tech Univ Berlin, Chair Software & Business Engn, Berlin, Germany

[2] CSIRO, Data61, Sydney, NSW, Australia

[3] Rhein Westfal TH Aachen, Aachen, Germany

来源：

BUSINESS PROCESS MANAGEMENT (BPM 2021) | 2021年 / 12875卷

关键词：

Blockchain; Process mining; Case study; Process discovery; Conformance checking; Ethereum;

D O I：

10.1007/978-3-030-85469-0_20

中图分类号：

F [经济];

学科分类号：

02 ;

摘要：

Through its smart contract capabilities, blockchain has become a technology for automating cross-organizational processes on a neutral platform. Process mining has emerged as a popular toolbox for understanding processes and how they are executed in practice. While researchers have recently created techniques for the challenging task of extracting authoritative data from blockchains to facilitate the analysis of blockchain applications using process mining, as yet there has been no clear evaluation of the usefulness of process mining on blockchain data. With this paper, we close that gap with an in-depth case study of process mining on the popular Ethereum application Augur, a prediction and betting marketplace. We were able to generate value-adding insights for application-redesign and security analysis, as validated by the application's chief architect and revealed blind spots in Augur's white paper.

引用

页码：306 / 323

页数：18

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