Educational data mining approaches, challenges and goals: A review

JIMS8I - International Journal of Information Communication and Computing Technology ◽

10.5958/2347-7202.2020.00008.0 ◽

2020 ◽

Vol 8 (2) ◽

pp. 442-447

Author(s):

Chitra Mehra ◽

Rashmi Agrawal

Keyword(s):

Data Mining ◽

Educational Data Mining

Download Full-text

A Novel Educational Data Mining Model using Classification Algorithm for evaluating Students E-learning Performance

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v7i5.616624 ◽

2019 ◽

Vol 7 (5) ◽

pp. 616-624

Author(s):

S. Arumugam ◽

A. Kovalan ◽

A.E. Narayanan

Keyword(s):

Data Mining ◽

Educational Data Mining ◽

Classification Algorithm ◽

Learning Performance ◽

Download Full-text

An Insight into Educational Data Mining

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v7i2.8390 ◽

2019 ◽

Vol 7 (2) ◽

pp. 83-90

Author(s):

Balwinder Kaur ◽

Anu Gupta ◽

R.K.Singla .

Keyword(s):

Data Mining ◽

Educational Data Mining ◽

Download Full-text

Educational Data Mining A Survey of Analyzing Student Academic Performance Methods

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v7i2.832838 ◽

2019 ◽

Vol 7 (2) ◽

pp. 832-838

Author(s):

K.D. Purani ◽

M.B. Chaudhary

Keyword(s):

Data Mining ◽

Academic Performance ◽

Educational Data Mining ◽

Student Academic Performance

Download Full-text

Predicting learner’s performance through video sequences viewing behavior analysis using educational data-mining

Education and Information Technologies ◽

10.1007/s10639-021-10512-4 ◽

2021 ◽

Author(s):

Houssam El Aouifi ◽

Mohamed El Hajji ◽

Youssef Es-Saady ◽

Hassan Douzi

Keyword(s):

Data Mining ◽

Behavior Analysis ◽

Educational Data Mining ◽

Video Sequences

Download Full-text

A Decision Support System for Undergraduate Students Admissions using Educational Data Mining

2020 7th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE) ◽

10.1109/icitacee50144.2020.9239244 ◽

2020 ◽

Author(s):

Gunawan Dewantoro ◽

Nathanael Ardisa

Keyword(s):

Data Mining ◽

Decision Support ◽

Decision Support System ◽

Undergraduate Students ◽

Support System ◽

Educational Data Mining

Download Full-text

Educational Data Mining: A Review

Journal of Physics Conference Series ◽

10.1088/1742-6596/1950/1/012022 ◽

2021 ◽

Vol 1950 (1) ◽

pp. 012022

Author(s):

P. Bachhal ◽

S. Ahuja ◽

S. Gargrish

Keyword(s):

Data Mining ◽

Educational Data Mining

Download Full-text

Exploring core ideas of procedural understanding in scientific inquiry using educational data mining

Research in Science & Technological Education ◽

10.1080/02635143.2021.1909552 ◽

2021 ◽

pp. 1-21

Author(s):

Julia C. Arnold ◽

Andreas Mühling ◽

Kerstin Kremer

Keyword(s):

Data Mining ◽

Scientific Inquiry ◽

Educational Data Mining ◽

Procedural Understanding

Download Full-text

Educational data mining for students' performance based on fuzzy C-means clustering

The Journal of Engineering ◽

10.1049/joe.2019.0938 ◽

2019 ◽

Vol 2019 (11) ◽

pp. 8245-8250

Author(s):

Yu Li ◽

Jin Gou ◽

Zongwen Fan

Keyword(s):

Data Mining ◽

Educational Data Mining ◽

Fuzzy C Means ◽

Fuzzy C Means Clustering

Download Full-text

Improving Learners’ Assessment and Evaluation in Crisis Management Serious Games: an Emotion-based Educational Data Mining Approach

Entertainment Computing ◽

10.1016/j.entcom.2021.100428 ◽

2021 ◽

pp. 100428

Author(s):

Ibtissem Daoudi ◽

Raoudha Chebil ◽

Erwan Tranvouez ◽

Wided Lejouad Chaari ◽

Bernard Espinasse

Keyword(s):

Data Mining ◽

Crisis Management ◽

Serious Games ◽

Educational Data Mining ◽

Assessment And Evaluation ◽

Data Mining Approach

Download Full-text

Educational Data Mining: Analyzing Teacher Behavior based Student's Performance

10.1109/ic2ie53219.2021.9649366 ◽

2021 ◽

Author(s):

Lamia AbedNoor Muhammed

Keyword(s):

Data Mining ◽

Educational Data Mining ◽

Teacher Behavior ◽

Student’S Performance ◽

Download Full-text