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 …

[HTML][HTML] Process mining in healthcare: A literature review

E Rojas, J Munoz-Gama, M Sepúlveda… - Journal of biomedical …, 2016 - Elsevier
Process Mining focuses on extracting knowledge from data generated and stored in
corporate information systems in order to analyze executed processes. In the healthcare …

Process mining for healthcare: Characteristics and challenges

J Munoz-Gama, N Martin, C Fernandez-Llatas… - Journal of Biomedical …, 2022 - Elsevier
Process mining techniques can be used to analyse business processes using the data
logged during their execution. These techniques are leveraged in a wide range of domains …

Conformance checking

J Carmona, B van Dongen, A Solti… - … : Springer.[Google Scholar], 2018 - Springer
A model is an artefact to represent a specific concept. It maps properties of the concept into
some abstract representation, driven by the purpose of the model. As such, models …

[HTML][HTML] Employability skills: Profiling data scientists in the digital labour market

F Smaldone, A Ippolito, J Lagger, M Pellicano - European Management …, 2022 - Elsevier
In the current scenario, data scientists are expected to make sense of vast stores of big data,
which are becoming increasingly complex and heterogeneous in nature. In the context of …

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 …

A survey on educational process mining

A Bogarín, R Cerezo, C Romero - … Reviews: Data Mining and …, 2018 - Wiley Online Library
Educational process mining (EPM) is an emerging field in educational data mining (EDM)
aiming to make unexpressed knowledge explicit and to facilitate better understanding of the …

Transforming healthcare ecosystems through blockchain: Opportunities and capabilities for business process innovation

D Aloini, E Benevento, A Stefanini, P Zerbino - Technovation, 2023 - Elsevier
Blockchain is an unprecedented enabler and booster of business process innovation,
especially in the healthcare sector. Nonetheless, its transformational potential has yet to be …

Recommendations for enhancing the usability and understandability of process mining in healthcare

N Martin, J De Weerdt, C Fernández-Llatas… - Artificial Intelligence in …, 2020 - Elsevier
Healthcare organizations are confronted with challenges including the contention between
tightening budgets and increased care needs. In the light of these challenges, they are …

Privacy-preserving process mining in healthcare

A Pika, MT Wynn, S Budiono… - International journal of …, 2020 - mdpi.com
Process mining has been successfully applied in the healthcare domain and has helped to
uncover various insights for improving healthcare processes. While the benefits of process …