Enabling semantics-aware process mining through the automatic annotation of event logs

A Rebmann, H van der Aa - Information Systems, 2022 - Elsevier
Process mining is concerned with the analysis of organizational processes based on event
data recorded during their execution. Foundational process mining techniques analyze such …

Event Log Data Quality Issues and Solutions

D Dakic, D Stefanovic, T Vuckovic, M Zizakov… - Mathematics, 2023 - mdpi.com
Process mining is a discipline that analyzes real event data extracted from information
systems that support a business process to construct as-is process models and detect …

Data governance for managing data quality in process mining

K Goel, F Emamjome… - Proceedings of the 42nd …, 2021 - eprints.qut.edu.au
Process mining, a specialised form of data-driven process analytics, is concerned with
evidence-based process improvement. Process mining relies on process data, which often …

Text2EL: exploiting unstructured text for event log enrichment

DTK Geeganage, MT Wynn… - … Conference on Signal …, 2022 - ieeexplore.ieee.org
Process mining provides a range of methods and techniques to analyse business processes
through information stored in so-called event logs. The richer these event logs and the …

Text2EL+: Expert Guided Event Log Enrichment Using Unstructured Text

DT Kapugama Geeganage, MT Wynn… - ACM Journal of Data …, 2024 - dl.acm.org
Through the application of process mining, business processes can be improved on the
basis of process execution data captured in event logs. Naturally, the quality of this data …

[PDF][PDF] Improving data preparation for the application of process mining

BR Gutiérrez - 2023 - core.ac.uk
This chapter introduces this thesis, and to do so is structured as follows: Firstly, Section 1.1
describes the context in which this thesis is framed and motivates why this work is …

Revealing the Importance of Setting Parameters in Declarative Discovery Algorithms: An Evolutionary-Based Methodology

VP Fernández, ÁJ Varela-Vaca… - … Conference on Advanced …, 2023 - Springer
Through constraints, declarative process models represent the permitted behaviour
associated with a business process, by limiting the potential correct traces. These models …

Methodology for Analyzing Educational Forums with NLP: Searching for Economic Terms

JJ Galán Hernández, G Marín Díaz… - Teaching Innovations in …, 2024 - Springer
This chapter studies the programming languages and libraries suitable for presenting a
methodology for analyzing forums in the economics subject using natural language …

Semantics-aware event data transformation for process mining

AG Rebmann - 2024 - madoc.bib.uni-mannheim.de
Process mining comprises methods to analyze organizational processes based on event
data recorded by information systems during process execution. These methods generate …

Ključni faktori primene automatskog otkrivanja poslovnih procesa u industrijskim sistemima

D Dakić - Универзитет у Новом Саду, 2023 - nardus.mpn.gov.rs
U okviru doktorske disertacije istražuje se povezanost ključnih faktora automatskog
otkrivanja poslovnih procesa i njihov uticaj na tok izvršavanja projekata analize poslovnih …