Modeling of processes with use of process mining techniques

Brzychczy, Edyta; Napieraj, Aneta; Sukiennik, M.

doi:10.29119/1641-3466.2018.116.2

Cited by 3 publications

(2 citation statements)

References 22 publications

(23 reference statements)

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“…iGrafx Flow Charter or other solutions presented in the literature, dedicated to hard coal mines e.g. [8].…”

Section: Mapping Of Processesmentioning

confidence: 99%

“…Ultimately, you may consider purchasing technically advanced software, such as iGrafx Flow Charter or other solutions presented in the literature, dedicated to hard coal mines e.g. [8]. If a mine uses: − controlling, then it is worth using its IT support to measure and evaluate the KPI, − SZYK2 or SAP, IFS ERP system, then the solutions offered in it should be used for process management.…”

Section: Itmentioning

confidence: 99%

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Model of Process Management System in Enterprises of the Hard Coal Mining Industry

Bijańska

Wodarski

2020

Management Systems in Production Engineering

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AbstractThe primary objective of this paper is to present a model of a process management system developed to support the restructuring of Polish enterprises of the hard coal mining industry. The development of this model required research in three stages using several research methods. The stage I of the research was oriented towards the recognition of the existing state of knowledge in the scope of previously developed models of process management in enterprises. At this stage, a method of reviewing the literature, the analysis and synthesis of the results of considerations, was used. The stage II was oriented towards presenting of the current state of knowledge in the field of process management to the managerial staff of mines in order to identify their needs, capabilities and preferences. The research were attended by 24 managers from PGG SA and JSW SA. At this stage, the method of targeted free-form interview and discussions, was used. The stage III of the research was oriented towards the development of a process management system model in enterprises operating in the hard coal mining industry, based on the scientific achievements to date in the field of process management and consensus on the needs, preferences and capabilities of mine managerial staff with regard to its specific elements. At this stage, the method of analysis and synthesis was used. The results of the research presented in this publication are primarily addressed to the managerial staff of polish hard mines, as they provide a synthesized response to the problem of the lack of consistent process management guidelines that could set a standard within a mining enterprise. The model presented in the publication is of a general nature, although it may provide a basis for the application of process management for mines.

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“…iGrafx Flow Charter or other solutions presented in the literature, dedicated to hard coal mines e.g. [8].…”

Section: Mapping Of Processesmentioning

confidence: 99%

Section: Itmentioning

confidence: 99%

Model of Process Management System in Enterprises of the Hard Coal Mining Industry

Bijańska

Wodarski

2020

Management Systems in Production Engineering

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Dynamics of Bearing of Costs in Processes Leading to Revitalization of Mine Assets in SRK S.A.

Smoliło¹,

Chmiela²,

Lubosz³

et al. 2021

SPSUTOM

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Process Mining in Clinical Practice: Model Evaluations in the Central Venous Catheter Installation Training

2022

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An acknowledgment of feedback is extremely helpful in medical training, as it may improve student skill development and provide accurate, unbiased feedback. Data are generated by hundreds of complicated and variable processes within healthcare including treatments, lab results, and internal logistics. Additionally, it is crucial to analyze medical training data to improve operational processes and eliminate bottlenecks. Therefore, the use of process mining (PM) along with conformance checking allows healthcare trainees to gain knowledge about instructor training. Researchers find it challenging to analyze the conformance between observations from event logs and predictions from models with artifacts from the training process. To address this conformance check, we modeled student activities and performance patterns in the training of Central Venous Catheter (CVC) installation. This work aims to provide medical trainees with activities with easy and interpretable outcomes. The two independent techniques for mining process models were fuzzy (i.e., for visualizing major activities) and inductive (i.e., for conformance checking at low threshold noise levels). A set of 20 discrete activity traces was used to validate conformance checks. Results show that 97.8% of the fitness of the model and the movement of the model occurred among the nine activities.

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Modeling of processes with use of process mining techniques

Cited by 3 publications

References 22 publications

Model of Process Management System in Enterprises of the Hard Coal Mining Industry

Model of Process Management System in Enterprises of the Hard Coal Mining Industry

Dynamics of Bearing of Costs in Processes Leading to Revitalization of Mine Assets in SRK S.A.

Process Mining in Clinical Practice: Model Evaluations in the Central Venous Catheter Installation Training

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