TY - GEN
T1 - Blockchain logging for process mining
T2 - 55th Annual Hawaii International Conference on System Sciences, HICSS 2022
AU - M'Baba, Leyla Moctar
AU - Sellami, Mohamed
AU - Gaaloul, Walid
AU - Nanne, Mohamedade Farouk
N1 - Publisher Copyright:
© 2022 IEEE Computer Society. All rights reserved.
PY - 2022/1/1
Y1 - 2022/1/1
N2 - Considerable progress was forcasted for collaborative business processes with the rise of blockchain programmable platforms. One of the saliant promises was auditable traces of business process execution, but practically it has posed challenges specially with regard to blockchain logs' structure who turned out to be inadequate for process mining techniques. Approaches to answer this issue have started to emerge in the literature; some focusing on the creation process of event logs, and others dealing with their retrieval from the blockchain. This work outlines the generic steps required to solve these challenges and analyzes findings in these approaches with a consideration for efficiency and future research directions.
AB - Considerable progress was forcasted for collaborative business processes with the rise of blockchain programmable platforms. One of the saliant promises was auditable traces of business process execution, but practically it has posed challenges specially with regard to blockchain logs' structure who turned out to be inadequate for process mining techniques. Approaches to answer this issue have started to emerge in the literature; some focusing on the creation process of event logs, and others dealing with their retrieval from the blockchain. This work outlines the generic steps required to solve these challenges and analyzes findings in these approaches with a consideration for efficiency and future research directions.
UR - https://www.scopus.com/pages/publications/85143885456
M3 - Conference contribution
AN - SCOPUS:85143885456
T3 - Proceedings of the Annual Hawaii International Conference on System Sciences
SP - 6197
EP - 6206
BT - Proceedings of the 55th Annual Hawaii International Conference on System Sciences, HICSS 2022
A2 - Bui, Tung X.
PB - IEEE Computer Society
Y2 - 3 January 2022 through 7 January 2022
ER -