Improving Teaching and Learning Outcomes: An Outlook on Data Analytics in Education

V Dahiya - Universal Research Reports, 2017 - urr.shodhsagar.com
Educational data mining (EDM) is the term used for analyzing the data originating from the
educational contexts with the prime aim of improving the quality and effectiveness of …

[PDF][PDF] Educational data mining: tools and techniques study

S Ghorpade, S Patil, R Chaudhari - International Journal of …, 2020 - researchgate.net
The potential influence of data mining analytics in higher education is a novel emerging field
of research. Data from various educational organizations is explored and made operational …

Educational data mining techniques and applications

M Govindarajan - Advancing the power of learning analytics and big …, 2021 - igi-global.com
Educational data mining (EDM) creates high impact in the field of academic domain. EDM is
concerned with developing new methods to discover knowledge from educational and …

[PDF][PDF] Understanding Educational Data Mining (EDM)

SG Kulkarni, GC Rampure, B Yadav - international journal of electronics …, 2013 - Citeseer
Recently Educational Data Mining (EDM) is successful in attracting a great deal of attention
of researchers. It is an emerging multidisciplinary research area. Educational Data Mining …

Educational Data Mining tools and Techniques used for Prediction of Student's Performance: A Study

A Dhankhar, K Solanki - 2022 10th International Conference …, 2022 - ieeexplore.ieee.org
In the digital era, enormous amounts of data have been generated in education that has led
to data driven approaches which in turn help effective decision making. Educational data …

Data Mining for Education Decision Support: A Review.

JM Zain, T Herawan - International Journal of Emerging …, 2014 - search.ebscohost.com
Management of higher education must continue to evaluate on an ongoing basis in order to
improve the quality of institutions. This will be able to do the necessary evaluation of various …

[PDF][PDF] A survey on educational data mining

V Dahiya - International Journal of Research in Humanities, Arts …, 2018 - researchgate.net
ABSTRACT Educational Data Mining (EDM) is an emerging field to explore the data from
various educational contexts. It provides inherent knowledge about imparting the education …

[PDF][PDF] Educational Data Mining: A state-of-the-art survey on tools and techniques used in EDM

G Mahajan, B Saini - International Journal of Computer Applications & …, 2020 - ijcait.com
Over the last decade, limitless data is generating in the field of education. To process this
huge raw data, enormous potential is required beyond the manual and time consuming …

[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 …

Education is an overview of data mining and the ability to predict the performance of students

MA Saleh, S Palaniappan, NAA Abdalla - Edukasi, 2021 - journal.unnes.ac.id
This research provides a review of the state of the art with respect to EDM and discusses the
most relevant work in this area to date. Each study has been discussed considering type of …