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Information Resources Management Association
Advancing the Concepts & Practices of Information Resources Management in Modern Organizations

Process Mining With Semantics: Real-Time Processing and Application

Process Mining With Semantics: Real-Time Processing and Application
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Copyright: 2020
Pages: 36
Source title: Applications and Developments in Semantic Process Mining
Source Author(s)/Editor(s): Kingsley Okoye (University of East London, UK)
DOI: 10.4018/978-1-7998-2668-2.ch007


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This chapter contains the application of the semantic process mining approach in real-time. This includes the series of analysis that were performed not only to show how the method is applied in different scenarios or settings for process mining purposes, but also how to technically apply the method for semantic process mining tasks. In the first section, the work shows how the authors practically apply the current tools that supports the process mining through its participation in the Process Discovery Contest organised by the IEEE CIS Task Force on Process Mining. In the second section, the chapter shows how it expounds the results and amalgamation of the two process mining techniques, namely fuzzy miner and business process modelling notation (BPMN) approach, in order to demonstrate the capability of the proposed semantic-based fuzzy miner being able to perform a more conceptual and accurate classification of the individual traces within the process or input models.

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