• Journal of Internet Computing and Services
    ISSN 2287 - 1136(Online) / ISSN 1598 - 0170 (Print)
    http://jics.or.kr/

Disjunctive Process Patterns Refinement and Probability Extraction from Workflow Logs


Kyoungsook Kim, Seonghun Ham, Hyun Ahn, Kwanghoon Pio Kim, Journal of Internet Computing and Services, Vol. 20, No. 3, pp. 85-92, Jun. 2019
10.7472/jksii.2019.20.3.85, Full Text:
Keywords: Workflow Process; Process Patterns, Proportional Information Control Nets, Workflow Logs, Temporal Work cases, Fidelity of Workflow Process, Model-Log Comparison, Workflow Intelligence. and Analytics

Abstract

In this paper, we extract the quantitative relation data of activities from the workflow event log file recorded in the XES standard format and connect them to rediscover the workflow process model. Extract the workflow process patterns and proportions with the rediscovered model. There are four types of control-flow elements that should be used to extract workflow process patterns and portions with log files: linear (sequential) routing, disjunctive (selective) routing, conjunctive (parallel) routing, and iterative routing patterns. In this paper, we focus on four of the factors, disjunctive routing, and conjunctive path. A framework implemented by the authors' research group extracts and arranges the activity data from the log and converts the iteration of duplicate relationships into a quantitative value. Also, for accurate analysis, a parallel process is recorded in the log file based on execution time, and algorithms for finding and eliminating information distortion are designed and implemented. With these refined data, we rediscover the workflow process model following the relationship between the activities. This series of experiments are conducted using the Large Bank Transaction Process Model provided by 4TU and visualizes the experiment process and results.


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Cite this article
[APA Style]
Kyoungsook Kim, Seonghun Ham, Hyun Ahn, & Kwanghoon Pio Kim (2019). Disjunctive Process Patterns Refinement and Probability Extraction from Workflow Logs. Journal of Internet Computing and Services, 20(3), 85-92. DOI: 10.7472/jksii.2019.20.3.85.

[IEEE Style]
K. Kim, S. Ham, H. Ahn and K. P. Kim, "Disjunctive Process Patterns Refinement and Probability Extraction from Workflow Logs," Journal of Internet Computing and Services, vol. 20, no. 3, pp. 85-92, 2019. DOI: 10.7472/jksii.2019.20.3.85.

[ACM Style]
Kyoungsook Kim, Seonghun Ham, Hyun Ahn, and Kwanghoon Pio Kim. 2019. Disjunctive Process Patterns Refinement and Probability Extraction from Workflow Logs. Journal of Internet Computing and Services, 20, 3, (2019), 85-92. DOI: 10.7472/jksii.2019.20.3.85.