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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 …
and to help capture the more significant findings during real execution rather than, those …
A systematic review on educational data mining
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 …
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
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 …
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 …
in educational databases. Currently in Malaysia, the lack of existing system to analyze and …
A survey on educational process mining
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 …
aiming to make unexpressed knowledge explicit and to facilitate better understanding of the …
Process mining for self-regulated learning assessment in e-learning
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 …
However, the e-Learning process can give rise to a spatial and temporal gap that poses …
Mining in educational data: review and future directions
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 …
develo** methods that help in examining various kinds of data obtained from the …
Tools for educational data mining: A review
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 …
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
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 …
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 …
algoritmos para descubrir modelos, sobremanera el Alpha Miner, el Heuristic Miner y el …