A Heuristic Genetic Process Mining Algorithm

2011 Seventh International Conference on Computational Intelligence and Security ◽

10.1109/cis.2011.12 ◽

2011 ◽

Cited By ~ 1

Author(s):

Jiafei Li ◽

Jihong OuYang ◽

Mingyong Feng

Keyword(s):

Process Mining ◽

Genetic Process ◽

Mining Algorithm

Download Full-text

Tabu Search-Genetic Process Mining Algorithm for Discovering Stochastic Process Tree

Journal of Society of Korea Industrial and Systems Engineering ◽

10.11627/jkise.2019.42.4.183 ◽

2019 ◽

Vol 42 (4) ◽

pp. 183-193

Author(s):

Woo-Min Joo ◽

Jin Young Choi

Keyword(s):

Stochastic Process ◽

Tabu Search ◽

Process Mining ◽

Genetic Process ◽

Mining Algorithm ◽

Process Tree

Download Full-text

Process mining algorithm to discover non-certain choice and parallel relation

Journal of Computer Applications ◽

10.3724/sp.j.1087.2008.02922 ◽

2009 ◽

Vol 28 (11) ◽

pp. 2922-2925 ◽

Cited By ~ 1

Author(s):

Hong-mei HUANG ◽

Yun ZHANG

Keyword(s):

Process Mining ◽

Mining Algorithm

Download Full-text

Genetic Process Mining: A Basic Approach and Its Challenges

Business Process Management Workshops - Lecture Notes in Computer Science ◽

10.1007/11678564_18 ◽

2006 ◽

pp. 203-215 ◽

Cited By ~ 26

Author(s):

A. K. Alves de Medeiros ◽

A. J. M. M. Weijters ◽

W. M. P. van der Aalst

Keyword(s):

Process Mining ◽

Basic Approach ◽

Genetic Process

Download Full-text

A New Process Mining Algorithm Based on Event Type

2011 IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing ◽

10.1109/dasc.2011.186 ◽

2011 ◽

Cited By ~ 4

Author(s):

Dongyi Wang ◽

Jidong Ge ◽

Hao Hu ◽

Bin Luo

Keyword(s):

Process Mining ◽

Event Type ◽

Mining Algorithm ◽

New Process

Download Full-text

Using Genetic Process Mining Technology to Construct a Time-Interval Process Model

Next-Generation Applied Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-642-02568-6_12 ◽

2009 ◽

pp. 113-122

Author(s):

Chieh-Yuan Tsai ◽

I-Ching Chen

Keyword(s):

Process Model ◽

Process Mining ◽

Time Interval ◽

Mining Technology ◽

Genetic Process

Download Full-text

An evolving process mining algorithm based on stable stages analysis

2011 IEEE International Conference on Granular Computing ◽

10.1109/grc.2011.6122594 ◽

2011 ◽

Author(s):

Gao Xuedong ◽

Qu Hua

Keyword(s):

Process Mining ◽

Mining Algorithm

Download Full-text

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

Advanced Materials Research ◽

10.4028/www.scientific.net/amr.989-994.1918 ◽

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.

Download Full-text