Process mining techniques and applications–A systematic mapping study

C dos Santos Garcia, A Meincheim, ERF Junior… - Expert Systems with …, 2019 - Elsevier
Process mining is a growing and promising study area focused on understanding processes
and to help capture the more significant findings during real execution rather than, those …

Model-driven reverse engineering approaches: A systematic literature review

C Raibulet, FA Fontana, M Zanoni - Ieee Access, 2017 - ieeexplore.ieee.org
This paper explores and describes the state of the art for what concerns the model-driven
approaches proposed in the literature to support reverse engineering. We conducted a …

Process mining and industrial applications: A systematic literature review

A Corallo, M Lazoi, F Striani - Knowledge and Process …, 2020 - Wiley Online Library
Currently, the process mining aims at an automatic extraction of process knowledge from the
event logs recorded by information systems, and, therefore, by using these techniques, it …

[PDF][PDF] Process Mining Discovery Techniques for Software Architecture Lightweight Evaluation Framework.

M Sahlabadi, RC Muniyandi, Z Shukur… - … Materials & Continua, 2023 - cdn.techscience.cn
This research recognizes the limitation and challenges of adapting and applying Process
Mining as a powerful tool and technique in the Hypothetical Software Architecture (SA) …

Assessing event correlation in non-process-aware information systems

R Pérez-Castillo, B Weber, IGR de Guzmán… - Software & Systems …, 2014 - Springer
Many present-day companies carry out a huge amount of daily operations through the use of
their information systems without ever having done their own enterprise modeling. Business …

Process mining of knowledge-intensive processes: An action design research study in manufacturing

B Löhr, K Brennig, C Bartelheimer… - … Conference on Business …, 2022 - Springer
Existing process mining methods are primarily designed for processes that have reached a
high degree of digitalization and standardization. In contrast, the literature has only begun to …

Measuring the behavioral quality of log sampling

B Knols, JMEM van der Werf - 2019 International Conference …, 2019 - ieeexplore.ieee.org
Process mining combines data mining with process analysis, eg to discover process models
from event logs. Practice shows that event logs grow very fast. Consequently, they quickly …

A two-layered framework for the discovery of software behavior: A case study

C Liu, J Zhang, G Li, S Gao, Q Zeng - IEICE TRANSACTIONS on …, 2018 - search.ieice.org
During the execution of software, tremendous amounts of data can be recorded. By
exploiting the execution data, one can discover behavioral models to describe the actual …

Elicitation of processes in business process management in the era of digitization–the same techniques as decades ago?

C Leyh, K Bley, S Seek - … : 5th International Conference, ERP Future 2016 …, 2017 - Springer
For many decades, process models have built the basis for economically successful
participation in the market. Companies are still faced with the task of identifying, defining and …

Intentional process mining: discovering and modeling the goals behind processes using supervised learning

R Deneckère, C Hug, G Khodabandelou… - International Journal of …, 2014 - igi-global.com
Understanding people's goals is a challenging issue that is met in many different areas such
as security, sales, information retrieval, etc. Intention Mining aims at uncovering intentions …