Process science in action: A literature review on process mining in business management

P Zerbino, A Stefanini, D Aloini - Technological Forecasting and Social …, 2021 - Elsevier
Process Mining is a new kind of Business Analytics and has emerged as a powerful family of
Process Science techniques for analysing and improving business processes. Although …

Multi-dimensional event data in graph databases

S Esser, D Fahland - Journal on Data Semantics, 2021 - Springer
Process event data is usually stored either in a sequential process event log or in a
relational database. While the sequential, single-dimensional nature of event logs aids …

[HTML][HTML] Group-based privacy preservation techniques for process mining

M Rafiei, WMP van der Aalst - Data & Knowledge Engineering, 2021 - Elsevier
Process mining techniques help to improve processes using event data. Such data are
widely available in information systems. However, they often contain highly sensitive …

Process mining perspectives in software engineering: A systematic literature review

SJ Urrea-Contreras, BL Flores-Rios… - 2021 Mexican …, 2021 - ieeexplore.ieee.org
In the last decade, Process Mining has established as an emerging discipline for being
oriented to the discovery, monitoring, and improvement of processes. This article presents …

Automated process discovery from event logs in BIM construction projects

Y Pan, L Zhang - Automation in Construction, 2021 - Elsevier
To fully understand how a construction project actually proceeds, a novel framework for
automated process discovery from building information modeling (BIM) event logs is …

A framework for auditor data literacy: A normative position

D Appelbaum, DS Showalter, T Sun… - Accounting …, 2021 - publications.aaahq.org
Many accounting firms are starting to re-align their audit processes to incorporate
technology and Audit Data Analytics (ADA), as the traditional procedures would seem to not …

Seven paradoxes of business process management in a hyper-connected world

D Beverungen, JCAM Buijs, J Becker… - Business & Information …, 2021 - Springer
Abstract Business Process Management is a boundary-spanning discipline that aligns
operational capabilities and technology to design and manage business processes. The …

[PDF][PDF] Applying process mining to analyze the behavior of learners in online courses

P Arpasat, N Premchaiswadi, P Porouhan… - International Journal of …, 2021 - ijiet.org
Massive Open Online Courses (MOOC) using process mining techniques is storing event
logs in appropriate formats. In this study, an innovative approach for extraction of MOOC …

Extracting semantic process information from the natural language in event logs

A Rebmann, H van der Aa - International Conference on Advanced …, 2021 - Springer
Process mining focuses on the analysis of recorded event data in order to gain insights
about the true execution of business processes. While foundational process mining …

Fraud audit based on visual analysis: A process mining approach

JF Rodríguez-Quintero, A Sánchez-Díaz… - Applied Sciences, 2021 - mdpi.com
Among the knowledge areas in which process mining has had an impact, the audit domain
is particularly striking. Traditionally, audits seek evidence in a data sample that allows …