Predicting students drop out: A case study

GW Dekker, M Pechenizkiy… - Proceedings of the 2nd …, 2009 - research.tue.nl
… of the educational data mining case study aimed to address these identified … student dropout
(Section 2). Then, we consider the settings of our EDM case study and present the analysis

Predicting student drop-out rates using data mining techniques: A case study

B Pérez, C Castellanos, D Correal - IEEE Colombian Conference on …, 2018 - Springer
… rates, analyzing and improving student academic performance. Student drop out prediction
… results for predicting student attrition from a large dataset of student demographics and …

Applying data mining techniques to predict student dropout: a case study

B Perez, C Castellanos… - 2018 IEEE 1st colombian …, 2018 - ieeexplore.ieee.org
Student drop out prediction is an important and challenging task. In this paper, we showed
preliminary results for predicting student attrition from a large, heterogeneous dataset of stu…

Early dropout prediction using data mining: a case study with high school students

C Márquez‐Vera, A Cano, C Romero… - Expert …, 2016 - Wiley Online Library
… the decision of students to persist or drop out of their studies is … data mining technique for
predicting student dropout, as we … In fact, in our case, 13.6% of students drop out, as we can …

Deep learning approach for predicting university dropout: A case study at Roma Tre University

F Agrusti, M Mezzini, G Bonavolontà - Journal of e-learning and knowledge …, 2020 - je-lks.org
… that are still active at the year 3 because after that year the number of those students dropping
out to university is very small and not significant from statistical and/or practical purposes. …

Educational data mining: a case study for predicting dropout-prone students

S Kotsiantis - … Journal of Knowledge Engineering and Soft …, 2009 - inderscienceonline.com
students with high probability of dropping out (dropout-prone … used in our study so as to predict
the dropout-prone students. The set … -based’ group and the ‘students’ performance’ group. …

Exploiting academic records for predicting student drop out: A case study in Brazilian higher education

A Sales, L Balby, A Cajueiro - Journal of Information and …, 2016 - journals-sol.sbc.org.br
… In this article we formulate the student drop out prediction … of students. To this end, we
employ classification models that categorize these students into two different classes: ’drop out’ or ’…

Middle school predictors of high school performance: A case study of dropout risk indicators

MT McKee, P Caldarella - Education, 2016 - ingentaconnect.com
… help these students, because some students drop out during the … this study suggested that
ACT math was a powerful predictor … of studies have found math to be a significant predictor of …

College dropout identification: A case study

WC Blanchfield - The Journal of Experimental Education, 1971 - Taylor & Francis
students in a significant manner to predict fu ture success or failure. Rather than ranking …
between students who stay in college and those who drop out. The successful students have …

Predicting student dropout in higher education

L Aulck, N Velagapudi, J Blumenstock… - arXiv preprint arXiv …, 2016 - arxiv.org
… Despite long-standing theory, student drop out continues to be a large concern … students
are most likely to attrite. Thus, in addition to predicting student attrition, we also sought to predict