Applying Clustering in Process Mining to Find Different Versions of a Business Process That Changes over Time

Luengo, Daniela; Sepúlveda, Marcos

doi:10.1007/978-3-642-28108-2_15

Cited by 60 publications

(29 citation statements)

References 5 publications

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“…Our diagnosis model uses the Re-execute Petri-net to traverse the event logs based the process model. The result clearly show that the abnormal cases are tackled and evenly show us the concrete mistakes which is the most advantage over other diagnosis model [15][17] [18]. The shortcoming of the model is that the model is built on…”

Section: Discussionmentioning

confidence: 93%

A Method to Tackle Abnormal Event Logs Based on Process Mining

Yang¹,

Zhang²,

Yuan³

2014

Proceedings of the 2nd International Conference on Software Engineering, Knowledge Engineering and Information Engineering (SEK

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Abstract-One important function of process mining is to manage business process in order to detect the abnormal. A new process mining method is proposed based on process mining technology. The method will form a new process model that is more extensible relative to original process model. Then we use a effective method re-executing our event logs based on this new process model. Several kinds of abnormal are defined: task lost; task is excess; task replaced; tasks disordered. Due to the define of abnormal type, the re-executed results will show us the concrete mistakes about abnormal behaviors and help us understood and analysis the business process easily.

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Section: Discussionmentioning

confidence: 93%

A Method to Tackle Abnormal Event Logs Based on Process Mining

Yang¹,

Zhang²,

Yuan³

2014

Proceedings of the 2nd International Conference on Software Engineering, Knowledge Engineering and Information Engineering (SEK

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“…Important issue is also practical design of timed models of processes and rules [67]. As we focus on analysis of a single process model, additional research for analyzing process models of processes changing over time can be an important issue [68]. Table V SUITABILITY OF REPRESENTING TIME PATTERNS [38] …”

Section: Discussionmentioning

confidence: 99%

Overview of Time Issues with Temporal Logics for Business Process Models

Kluza

Jobczyk

Wiśniewski

et al. 2016

Annals of Computer Science and Information Systems

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Abstract-Process models can specify various aspects of business processes. In this paper, we present an overview of the existing solutions for describing time aspects of such models. We focus on Business Process Model and Notation and provide examples of representing time patterns in this notation. As temporal issues can be specified using temporal logics, we provide a short overview of selected temporal logics which can be used to specify the time patterns in business process models.

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“…A distinctive feature of this approach is that instead of assuming the causes that could explain the variation in process instances (e.g., due to different time periods as noted in [23]) -a task that requires intensive domain knowledge -clusters are created based on a simple similarity metric and variability causes are induced a posteriori (that is, we gain knowledge about the domain). An additional contribution is that the whole method is centred on the robustness of the final solution.…”

Section: Related Workmentioning

confidence: 99%