Impact of Data Mining Technology on the Quality of Higher Education Institutions

Higher Education Institutions (HEI) are increasing rapidly because of the increasing demand of the society. The primary goal of Higher Education Institution is to impart quality education to student and to develop skillset of the students for their sustainable development. To survive in the competition, educational institutions have to establish perfect education management system. The recent trend in higher education sector known as data mining technology, helps higher education institutions for their sustainable growth. Data mining technology helps to identify new patterns and trends from huge educational data sets. Implementation of data mining techniques in the field of education is called as Educational Data Mining (EDM). This paper illustrates the role of various data mining techniques such as clustering, association rule, prediction, classification etc. for improving the quality of higher education institutions.

Authors

Institutions

Publication Details

Journal
IBMRD s Journal of Management & Research
Published
2024-11-12
DOI
https://doi.org/10.17697/ibmrd/2024/v13i2/174005
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Impact of Data Mining Technology on the Quality of Higher Education Institutions

Shubhangi Potdar, Suwarna Mulay
IBMRD s Journal of Management & Research
Big Data and Business Intelligence
article

Impact of Data Mining Technology on the Quality of Higher Education Institutions

Shubhangi Potdar, Suwarna Mulay
article en

Abstract

Higher Education Institutions (HEI) are increasing rapidly because of the increasing demand of the society. The primary goal of Higher Education Institution is to impart quality education to student and to develop skillset of the students for their sustainable development. To survive in the competition, educational institutions have to establish perfect education management system. The recent trend in higher education sector known as data mining technology, helps higher education institutions for their sustainable growth. Data mining technology helps to identify new patterns and trends from huge educational data sets. Implementation of data mining techniques in the field of education is called as Educational Data Mining (EDM). This paper illustrates the role of various data mining techniques such as clustering, association rule, prediction, classification etc. for improving the quality of higher education institutions.

IBMRD s Journal of Management & Research
Department of Commerce (AU), Dr. Vitthalrao Vikhe Patil Foundation’s Medical College (IN)
Openalex Percentile: Top 61%
Big Data and Business Intelligence
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Impact of Data Mining Technology on the Quality of Higher Education Institutions — Shubhangi Potdar, Suwarna Mulay · IBMRD s Journal of Management & Research (2024) | TGRS Research Map | TGRS