Concepedia

Marcelo Almeida Santana

MA

2

Publications

414

Citations

2

H-Index

2015

Active since

Affiliations

Universidade Federal de Alagoas(Current)

Marcelo Almeida Santana is an author at Universidade Federal de Alagoas specializing in education, educational assessment, and data mining.

Top concepts

EducationData MiningEngineeringData ScienceLearning AnalyticsEducational AssessmentEducational Data MiningE-learningHigher EducationMachine Learning

Publications per year

2015–2017

2

Publications

2

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 · 398 citations

Programming Language Teaching, Engineering, Academic Failure +13

A predictive model for identifying students with dropout profiles in online courses.

Marcelo Almeida Santana, Evandro Costa, Baldoíno Fonseca dos Santos Neto et al. · 2015 · 16 citations

Engineering, Machine Learning, Dropout Rate +20

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