… studentoutcomesprediction using data mining and machine … its prediction model or understand the factorsinfluencing the … our analysis, irrespective of the form of the learningoutcomes. …
X Xu, J Wang, H Peng, R Wu - Computers in Human Behavior, 2019 - Elsevier
… which has a civilizing influence on students' learning and living. … usage on academic performance analysis and prediction has … as the academicachievement to test the predictive …
ET Lau, L Sun, Q Yang - SN Applied Sciences, 2019 - Springer
… analysis and neural network modelling/prediction of students… The academicachievement of universitystudents is the most … are performed based on supervised machinelearning. The …
… Studentsuccess is a key factor in improving academic … Predictiveanalysis using PredictED emails students about … of their final scores with the help of machinelearning. These …
… analysis techniques, (ii) building and studying the performance of several classifiers from different families of machinelearning (ML… factors that influence the students’ achievement. Also, …
… awarded, the student cannot do anything to influence them. This … and re-categorize the student outcomes. However, it is still … Confusion Matrices are the tool for reporting summary output …
… their difficulties in learning and improve their learningoutcomes, … a summary of studies related to EDM and identify the factors … In International conference on advanced machinelearning …
… influencingstudentachievement (and retention) and found … of learnerachievement across MOOCs, learner completion … identify the factors that can predict MOOC learner satisfaction and …
E Alyahyan, D Düştegör - … Journal of Educational Technology in Higher …, 2020 - Springer
… Lately, machinelearning techniques have been extensively … After that, one can think about the potential influentialfactors, … data in the analysis can yield below optimal prediction results, …