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 …
Mining theory-based patterns from Big data: Identifying self-regulated learning strategies in Massive Open Online Courses
Big data in education offers unprecedented opportunities to support learners and advance
research in the learning sciences. Analysis of observed behaviour using computational …
research in the learning sciences. Analysis of observed behaviour using computational …
Exploring the structural relationships between course design factors, learner commitment, self-directed learning, and intentions for further learning in a self-paced …
The open and massive characteristics of Massive Open Online Course (MOOC) lead to a
lack of instructor presence, which potentially hinders learners' commitment and learning …
lack of instructor presence, which potentially hinders learners' commitment and learning …
Educational process mining: A systematic literature review
MA Ghazal, O Ibrahim… - … European Conference on …, 2017 - ieeexplore.ieee.org
Process mining (PM) is an emerging research discipline that is concerned with obtaining fact-
based insights on how business processes are executed within an organization. It combines …
based insights on how business processes are executed within an organization. It combines …
Examining change in students' self-regulated learning patterns after a formative assessment using process mining techniques
The growing popularity of e-learning platforms, such as learning management systems, has
foregrounded the role of self-regulated learning (SRL) in student success. In many e …
foregrounded the role of self-regulated learning (SRL) in student success. In many e …
Using process mining for git log analysis of projects in a software development course
Understanding the processes in education, such as the student learning behavior within a
specific course, is a key to continuous course improvement. In online learning systems …
specific course, is a key to continuous course improvement. In online learning systems …
Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining
In the area of process mining, efficient conformance checking is one of the main challenges.
Several process mining vendors are in the process of implementing conformance checking …
Several process mining vendors are in the process of implementing conformance checking …
Process-mining enabled feedback:“tell me what I did wrong” vs.“tell me how to do it right”
Fast advancement of technology has led to an increased interest for using information
technology to provide feedback based on learning behavior observations. This work outlines …
technology to provide feedback based on learning behavior observations. This work outlines …
Open Education platforms: Theoretical ideas, digital operations and the figure of the open learner
M Decuypere - European Educational Research Journal, 2019 - journals.sagepub.com
Open Education (OE), a generic term for a collection of practices that seek to broaden the
access to education through digital means, has gained increasing traction and popularity …
access to education through digital means, has gained increasing traction and popularity …
Artificial intelligence application in education: Financial implications and prospects
Modern education systems face new possibilities of application of innovative technological
decisions in education that promote adaptive learning systems. Nowadays artificial …
decisions in education that promote adaptive learning systems. Nowadays artificial …