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2018 | OriginalPaper | Chapter

The Application of Decision Tree in Workflow

Authors : Lisong Wang, Yifan Chu, Min Xu

Published in: Advances in Intelligent Systems and Interactive Applications

Publisher: Springer International Publishing

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Abstract

The issue of path selection in workflow can be resolved by establishing a model of decision tree. The solution presented in this paper is based on analysis of workflow application in real world and probability theory. The solution can provide accurate and reliable runtime data for workflow engine to determine the future execution paths. The data provided by our solution has significant impact on the decision making of workflow, which contributes to optimization of workflow in many aspects. Finally, the efficiency of business process in real world can be greatly improved.

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Literature
1.
go back to reference Van Der Aalst, W., Van Hee, Kahm., Hofstede, T, et al.: Soundness of workflow nets: classification, decidability, and analysis. Formal Aspects of Computing pp. 333–363 (2010) Van Der Aalst, W., Van Hee, Kahm., Hofstede, T, et al.: Soundness of workflow nets: classification, decidability, and analysis. Formal Aspects of Computing pp. 333–363 (2010)
2.
go back to reference Van Der Aalst, W.: Workflow verification: finding control-flow errors using petri-net-based techniques. Lecture Notes in Computer Science. Business Process Manage. pp. 19–128 (2000) Van Der Aalst, W.: Workflow verification: finding control-flow errors using petri-net-based techniques. Lecture Notes in Computer Science. Business Process Manage. pp. 19–128 (2000)
3.
go back to reference Van Der Aalst, W.: Verification of workflow nets, computer science, application and theory of petri nets, pp. 407–426 (1997) Van Der Aalst, W.: Verification of workflow nets, computer science, application and theory of petri nets, pp. 407–426 (1997)
4.
go back to reference Van Der Aalst, W.: Supporting the workflow management system development process with YAWL, CEUR Workshop Proceedings, pp. 33–40 (2013) Van Der Aalst, W.: Supporting the workflow management system development process with YAWL, CEUR Workshop Proceedings, pp. 33–40 (2013)
5.
go back to reference Herbert, LT., Hansen, ZNL.: Restructuring of workflows to minimise errors via stochastic model checking: An automated evolutionary approach, Reliability Engineering and System Safety, pp. 351–365 (2016) Herbert, LT., Hansen, ZNL.: Restructuring of workflows to minimise errors via stochastic model checking: An automated evolutionary approach, Reliability Engineering and System Safety, pp. 351–365 (2016)
6.
go back to reference Xiong, P.C., Fan, Y.S.: An optimization solution of the number of workflow resources under cost constraint. Comput. Integrated Manuf. Syst. 09, 1–6 (2007) Xiong, P.C., Fan, Y.S.: An optimization solution of the number of workflow resources under cost constraint. Comput. Integrated Manuf. Syst. 09, 1–6 (2007)
8.
go back to reference Kennedy, HC., Chinniah, C., Bradbeer, P., Morss, L.: The construction and evaluation of decision trees: a comparison of evolutionary and concept learning methods, pp. 147–161 (1997) Kennedy, HC., Chinniah, C., Bradbeer, P., Morss, L.: The construction and evaluation of decision trees: a comparison of evolutionary and concept learning methods, pp. 147–161 (1997)
9.
go back to reference Chen, Z., Lan, S., Han, H.: Multi-valued attribute and single-sampled data decision tree algorithm for entity identification. J. Comput. Inf. Syst. pp. 2927–2935 (2014) Chen, Z., Lan, S., Han, H.: Multi-valued attribute and single-sampled data decision tree algorithm for entity identification. J. Comput. Inf. Syst. pp. 2927–2935 (2014)
10.
go back to reference Stirling, C.: Temporal logics for CCS, pp. 660–672 (2006) Stirling, C.: Temporal logics for CCS, pp. 660–672 (2006)
Metadata
Title
The Application of Decision Tree in Workflow
Authors
Lisong Wang
Yifan Chu
Min Xu
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-69096-4_116

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