Concepedia

Can We Predict Student Learning Performance from LMS Data? A Classification Approach

Ashish Dutt, Maizatul Akmar Ismail

2019 · 20 citations · 6 references

Open access

Concepts

EducationEducational MeasurementEducational TechnologyData MiningEducational Data MiningMachine LearningAssessment AnalyticsLearner Behavior AnalysisLearning Management SystemsOnline LearningStudent Achievement AnalysisStudent AssessmentLearner Performance PredictionLearning Progress EstimationLms AnalyticsPredictive Modeling In EducationPredictive Student AnalyticsStudent Learning ObjectivesStudent Performance Data Analysis

References

6

The Measurement of Observer Agreement for Categorical Data

J. Richard Landis, Gary G. Koch · Biometrics · 1977 · 78.9K citations · Full text

Public Health, Biostatistics, Categorical Data Analysis +12

A Coefficient of Agreement for Nominal Scales

Jacob Cohen · Educational and Psychological Measurement · 1960 · 41.3K citations

Education, Educational Assessment, Educational Measurement +8

Measuring nominal scale agreement among many raters.

Joseph L. Fleiss · Psychological Bulletin · 1971 · 8.5K citations

Education, Educational Assessment, Educational Measurement +13

Student characteristics for online learning success

Marcel Satsky Kerr, Marcel Satsky Kerr, Kimberly Rynearson · The Internet and Higher Education · 2006 · 246 citations

Education, Educational Technology, Higher Education +14

Preprocessing and analyzing educational data set using X-API for improving student's performance

Elaf Abu Amrieh, Thair Hamtini, Ibrahim Aljarah · 2015 · 145 citations

Education, Computer Science, Educational Technology +16