Educational data mining to predict students' academic performance: A survey study

Analyzing undergraduate students' performance using educational data mining

Raheela Asif, Agathe Merceron, Syed Abbas Ali et al. · Computers & Education · 2017 · 577 citations

Education, Educational Technology, Higher Education +14

Predicting students' final performance from participation in on-line discussion forums

Cristóbal Romero, Manuel-Ignacio López, José María Luna et al. · Computers & Education · 2013 · 544 citations

Education, Educational Assessment, Higher Education +14

Predicting academic performance of students from VLE big data using deep learning models

Hajra Waheed, Saeed‐Ul Hassan, Naif Radi Aljohani et al. · Computers in Human Behavior · 2019 · 533 citations · Full text

Education, Educational Technology, Higher Education +16

Predicting Student Performance Using Data Mining and Learning Analytics Techniques: A Systematic Literature Review

Abdallah Namoun, Abdullah Alshanqiti · Applied Sciences · 2020 · 439 citations · Full text

Education, Educational Assessment, Educational Measurement +17

Evaluating the effectiveness of educational data mining techniques for early prediction of students' academic failure in introductory programming courses

Evandro Costa, Baldoíno Fonseca, Marcelo Almeida Santana et al. · Computers in Human Behavior · 2017 · 411 citations

Education, Computer Science, Educational Technology +15