Process mining techniques and applications–A systematic map** 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 …

A systematic review on educational data mining

A Dutt, MA Ismail, T Herawan - Ieee Access, 2017 - ieeexplore.ieee.org
Presently, educational institutions compile and store huge volumes of data, such as student
enrolment and attendance records, as well as their examination results. Mining such data …

Student performance analysis and prediction in classroom learning: A review of educational data mining studies

A Khan, SK Ghosh - Education and information technologies, 2021 - Springer
Student performance modelling is one of the challenging and popular research topics in
educational data mining (EDM). Multiple factors influence the performance in non-linear …

A review on predicting student's performance using data mining techniques

AM Shahiri, W Husain - Procedia Computer Science, 2015 - Elsevier
Predicting students performance becomes more challenging due to the large volume of data
in educational databases. Currently in Malaysia, the lack of existing system to analyze and …

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 …

Process mining for self-regulated learning assessment in e-learning

R Cerezo, A Bogarín, M Esteban, C Romero - Journal of Computing in …, 2020 - Springer
Content assessment has broadly improved in e-learning scenarios in recent decades.
However, the e-Learning process can give rise to a spatial and temporal gap that poses …

Mining in educational data: review and future directions

SA Salloum, M Alshurideh, A Elnagar… - Proceedings of the …, 2020 - Springer
One of the develo** fields of the present times is educational data mining that pertains to
develo** methods that help in examining various kinds of data obtained from the …

Tools for educational data mining: A review

S Slater, S Joksimović, V Kovanovic… - … of Educational and …, 2017 - journals.sagepub.com
In recent years, a wide array of tools have emerged for the purposes of conducting
educational data mining (EDM) and/or learning analytics (LA) research. In this article, we …

Connecting the dots–A literature review on learning analytics indicators from a learning design perspective

A Ahmad, J Schneider, D Griffiths… - Journal of Computer …, 2024 - Wiley Online Library
Background During the past decade, the increasingly heterogeneous field of learning
analytics has been critiqued for an over‐emphasis on data‐driven approaches at the …

[HTML][HTML] Discovering learning processes using inductive miner: A case study with learning management systems (LMSs)

AB Vega, RC Menéndez, CR Morales - Psicothema, 2018 - documat.unirioja.es
Antecedentes: en la minería de procesos con datos educativos se utilizan diferentes
algoritmos para descubrir modelos, sobremanera el Alpha Miner, el Heuristic Miner y el …