Educational data mining and learning analytics: An updated survey
This survey is an updated and improved version of the previous one published in 2013 in
this journal with the title “data mining in education”. It reviews in a comprehensible and very …
this journal with the title “data mining in education”. It reviews in a comprehensible and very …
Role of learning analytics in enhancing teaching and learning
A Manzoor - Developing effective educational experiences through …, 2016 - igi-global.com
Data analytics, tools and techniques are no more confined to research organizations. These
tools are being adopted by many organizations to generate business intelligence for …
tools are being adopted by many organizations to generate business intelligence for …
Educational data mining and its role in determining factors affecting students academic performance: A systematic review
Education helps people develop as individuals. It not only helps build social skills but also
enhances the problem solving and decision making skills of individuals. With the growing …
enhances the problem solving and decision making skills of individuals. With the growing …
Fleshing Out Learning Analytics and Educational Data Mining with Data and ML Pipelines
Advances in data collection techniques and data storage devices have enabled the
collection and persistent storage of data flowing into different operational systems from …
collection and persistent storage of data flowing into different operational systems from …
Following the learners' traces: Profiling learners and visualizing the learning process for building better learning experiences
Learning can be explained as a complex and collaborative process, which can change
depending on individuals or contexts in formal or informal environments (Robinson …
depending on individuals or contexts in formal or informal environments (Robinson …
[PDF][PDF] Exploration of educational data mining in improving teaching quality
G Ashley, H Berg - … of Educational Research and Policies, 4 (6), 2022 - scholar.archive.org
Over the past decade there has been a rapid growth in higher education system. A lot of new
institutions have come up both from public and private sector offering variety of courses for …
institutions have come up both from public and private sector offering variety of courses for …
Mining Educational Data to Improve Teachers' Performance
Abstract Educational Data Mining (EDM) is a new paradigm aiming to mine and extract the
knowledge necessary to optimize the effectiveness of the teaching process. With normal …
knowledge necessary to optimize the effectiveness of the teaching process. With normal …
Educational Data Mining: a Case Study.
A Merceron, K Yacef - AIED, 2005 - books.google.com
In this paper, we show how using data mining algorithms can help discovering
pedagogically relevant knowledge contained in databases obtained from Web-based …
pedagogically relevant knowledge contained in databases obtained from Web-based …