Data mining in education
Applying data mining (DM) in education is an emerging interdisciplinary research field also
known as educational data mining (EDM). It is concerned with developing methods for …
known as educational data mining (EDM). It is concerned with developing methods for …
Mining in educational data: review and future directions
One of the developing fields of the present times is educational data mining that pertains to
developing methods that help in examining various kinds of data obtained from the …
developing methods that help in examining various kinds of data obtained from the …
Analyzing undergraduate students' performance using educational data mining
The tremendous growth in electronic data of universities creates the need to have some
meaningful information extracted from these large volumes of data. The advancement in the …
meaningful information extracted from these large volumes of data. The advancement in the …
Clustering and profiling students according to their interactions with an intelligent tutoring system fostering self-regulated learning
In this paper, we present the results obtained using a clustering algorithm (Expectation-
Maximization) on data collected from 106 college students learning about the circulatory …
Maximization) on data collected from 106 college students learning about the circulatory …
Interlinking educational resources and the web of data: A survey of challenges and approaches
Research in the area of technology‐enhanced learning (TEL) throughout the last decade
has largely focused on sharing and reusing educational resources and data. This effort has …
has largely focused on sharing and reusing educational resources and data. This effort has …
Applications of educational data mining and learning analytics tools in handling big data in higher education
S Ray, M Saeed - Applications of Big Data analytics: Trends, issues, and …, 2018 - Springer
In the past decade, we have witnessed a tremendous rise in the use of electronic devices in
education. Starting from nursery classes at the preschool level to the postgraduate programs …
education. Starting from nursery classes at the preschool level to the postgraduate programs …
Educational process mining: A tutorial and case study using moodle data sets
The use of learning management systems (LMSs) has grown exponentially in recent years,
which has had a strong effect on educational research. An LMS stores all students' activities …
which has had a strong effect on educational research. An LMS stores all students' activities …
Student assessment in cybersecurity training automated by pattern mining and clustering
Hands-on cybersecurity training allows students and professionals to practice various tools
and improve their technical skills. The training occurs in an interactive learning environment …
and improve their technical skills. The training occurs in an interactive learning environment …
Comparative analysis of clustering algorithms and moodle plugin for creation of student heterogeneous groups in online university courses
Online learning environments such as e-learning platforms are often used to encourage
collaborative activities amongst students. In this context, group work is often used to improve …
collaborative activities amongst students. In this context, group work is often used to improve …
Relationship between learner profiles and learner–content interaction in online learning: Exploring implications for learning experience design
A Ozturk, AT Kumtepe - Distance Education, 2023 - Taylor & Francis
The current study explored the relationship between learner profiles and the nature of their
interaction with content in massive, open, and online learning environments. The research …
interaction with content in massive, open, and online learning environments. The research …