Dataset for Assessing Mathematics Learning in Higher Education

Donated on 7/10/2024

MathE is a mathematical platform developed under the MathE project (mathe.pixel-online.org). The dataset has 9546 answers to questions in the Mathematical topics taught in higher education. The file has eight features, named: Student ID, Student Country, Question ID, Type of answer (correct or incorrect), Question level (basic or advanced), Math Topic, Math Subtopic, and Question Keywords. The question level was associated with the professor who submitted the question. The data was obtained from February 2019 until December 2023.

Dataset Characteristics

Tabular

Subject Area

Engineering

Associated Tasks

Classification, Regression, Clustering

Feature Type

Real, Categorical, Integer

# Instances

9546

# Features

8

Dataset Information

Has Missing Values?

No

Introductory Paper

Dataset of mathematics learning and assessment of higher education students using the MathE platform

By Beatriz Flamia Azevedo, M. F. Pacheco, Florbela P. Fernandes, Ana I. Pereira. 2024

Published in Data in Brief

Variables Table

Variable NameRoleTypeDescriptionUnitsMissing Values
Student IDFeatureIntegerno
Student CountryFeatureCategoricalno
Question IDFeatureIntegerno
Type of AnswerFeatureBinaryno
Question LevelFeatureCategoricalno
TopicFeatureCategoricalno
SubtopicFeatureCategoricalno
KeywordsFeatureCategoricalno

0 to 8 of 8

Additional Variable Information

More information is available at: https://www.sciencedirect.com/science/article/pii/S2352340924002075?via%3Dihub https://dados.ipb.pt//dataset.xhtml?persistentId=doi:10.34620/dadosipb/PW3OWY

Class Labels

MathE is a mathematical platform developed under the MathE project (mathe.pixel-online.org). The dataset has 9546 answers to questions in the Mathematical topics taught in higher education. The file has eight features, named: Student ID, Student Country, Question ID, Type of answer (correct or incorrect), Question level (basic or advanced), Math Topic, Math Subtopic, and Question Keywords. The question level was associated with the professor who submitted the question.

Dataset Files

FileSize
MathE dataset (4).csv1 MB

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Keywords

Creators

Beatriz Flamia Azevedo

Politechnic Institute of Bragança

M. Fátima Pacheco

Politechnic Institute of Bragança

Florbela P. Fernandes

Politechnic Institute of Bragança

Ana I. Pereira

Politechnic Institute of Bragança

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