DESIGN AND IMPLEMENTATION OF WORKFLOW MINING: DISCOVERING PROCESS MODELS FROM EVENT LOGS

ABSTRACT

Contemporary workflow management systems are driven by explicit process models, i.e., a completely specified workflow design is required in order to enact a given workflow process. Creating a workflow design is a complicated time-consuming process and, typically, there are discrepancies between the actual workflow processes and the processes as perceived by the management. Therefore, we have developed techniques for discovering workflow models. The starting point for such techniques is a so-called "workflow log" containing information about the workflow process as it is actually being executed. We present a new algorithm to extract a process model from such a log and represent it in terms of a Petri net. However, we also demonstrate that it is not possible to discover arbitrary workflow processes. We explore a class of workflow processes that can be discovered. We show that the α-algorithm can successfully mine any workflow represented by a so-called SWF-net.

TABLE OF CONTENT

TITLE PAGE

CERTIFICATION

APPROVAL

DEDICATION

ACKNOWLEDGEMENT

ABSTRACT

TABLE OF CONTENT

CHAPTER ONE

1.0INTRODUCTION

1.1STATEMENT OF PROBLEM

1.2PURPOSE OF STUDY

1.3AIMS AND OBJECTIVES

1.4SCOPE/DELIMITATIONS

1.5LIMITATIONS/CONSTRAINTS

1.6DEFINITION OF TERMS

CHAPTER TWO

2.0LITERATURE REVIEW

CHAPTER THREE

3.0METHODS FOR FACT FINDING AND DETAILED DISCUSSIONS OF THE SYSTEM

3.1 METHODOLOGIES FOR FACT-FINDING

3.2DISCUSSIONS

CHAPTER FOUR

4.0FUTURES, IMPLICATIONS AND CHALLENGES OF THE SYSTEM

4.1FUTURES

4.2IMPLICATIONS

4.3CHALLENGES

CHAPTER FIVE

5.0RECOMMENDATIONS, SUMMARY AND CONCLUSION

5.1RECOMMENDATION

5.2SUMMARY

5.3CONCLUSION

5.4REFERENCES

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APA

Possibility, A. (2018). DESIGN AND IMPLEMENTATION OF WORKFLOW MINING: DISCOVERING PROCESS MODELS FROM EVENT LOGS. Afribary. Retrieved from https://track.afribary.com/works/design-and-implementation-of-workflow-mining-discovering-process-models-from-event-logs-7344

MLA 8th

Possibility, Aka "DESIGN AND IMPLEMENTATION OF WORKFLOW MINING: DISCOVERING PROCESS MODELS FROM EVENT LOGS" Afribary. Afribary, 29 Jan. 2018, https://track.afribary.com/works/design-and-implementation-of-workflow-mining-discovering-process-models-from-event-logs-7344. Accessed 19 Nov. 2024.

MLA7

Possibility, Aka . "DESIGN AND IMPLEMENTATION OF WORKFLOW MINING: DISCOVERING PROCESS MODELS FROM EVENT LOGS". Afribary, Afribary, 29 Jan. 2018. Web. 19 Nov. 2024. < https://track.afribary.com/works/design-and-implementation-of-workflow-mining-discovering-process-models-from-event-logs-7344 >.

Chicago

Possibility, Aka . "DESIGN AND IMPLEMENTATION OF WORKFLOW MINING: DISCOVERING PROCESS MODELS FROM EVENT LOGS" Afribary (2018). Accessed November 19, 2024. https://track.afribary.com/works/design-and-implementation-of-workflow-mining-discovering-process-models-from-event-logs-7344

DESIGN AND IMPLEMENTATION OF WORKFLOW MINING: DISCOVERING PROCESS MODELS FROM EVENT LOGS

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