A process mining algorithm to mixed multiple-concurrency short-loop structures

2021 ◽  
Vol 542 ◽  
pp. 453-475
Author(s):  
HongWei Sun ◽  
Wei Liu ◽  
Liang Qi ◽  
YuYue Du ◽  
Xiaojun Ren ◽  
...  
Keyword(s):  
Process Mining ◽  
Mining Algorithm ◽  
Short Loop

Extending the α-Algorithm to Mine Repetitive Task Based on Complex Structure

2014 ◽  
Vol 989-994 ◽  
pp. 1918-1923
Author(s):  
Hong Li ◽  
Yu Wei ◽  
Xiao Hu Ye ◽  
Shao Wen Yao ◽  
Jun Yang
Keyword(s):  
Free Choice ◽  
Business Processes ◽  
Flow Model ◽  
Process Mining ◽  
Complex Structure ◽  
Improved Method ◽  
Mining Algorithm ◽  
New Business ◽  
Process System ◽  
Circulation Structure

Process mining is helpful for deploying new business processes as well as auditing, analyzing and improving the already enacted ones. The business process system log often has a large number of the namesake task and repetitive task. The existing alpha algorithm of the mining algorithm cannot distinguish them very well. It leads to the results that the process mining often produce inaccurate flow model. In order to improve the accuracy of the process mining, the paper puts forward an improved method. The new method not only can dig the complex structure, such as circulation structure, free choice structure and so on, it still can dig the eponymous task and repeat task in the log.

scholarly journals An Anti-Noise Process Mining Algorithm Based on Minimum Spanning Tree Clustering

IEEE Access ◽  
2018 ◽  
Vol 6 ◽  
pp. 48756-48764 ◽  
Author(s):  
Weimin Li ◽  
Heng Zhu ◽  
Wei Liu ◽  
Dehua Chen ◽  
Jiulei Jiang ◽  
...  
Keyword(s):  
Spanning Tree ◽  
Minimum Spanning Tree ◽  
Process Mining ◽  
Noise Process ◽  
Mining Algorithm

Process mining algorithm based on synchronized-manager

2009 ◽  
Vol 28 (12) ◽  
pp. 3235-3239 ◽  
Author(s):  
Hong-mei HUANG ◽  
Yun ZHANG
Keyword(s):  
Process Mining ◽  
Mining Algorithm
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