Classification and prediction‐based machine learning algorithms to predict students' low and high programming performance

A Durak, V Bulut - Computer Applications in Engineering …, 2024 - Wiley Online Library
The current study aims to determine the programming performance (low and high) of the
students between the ages of 12–24 who receive programming education, by descriptive …

Exploring Clusters of Novice Programmers' Anxiety-Induced Behaviors During Block-and Text-Based Coding: A Predictive and Moderation Analysis of Programming …

A Yusuf, A Yusuf Muhammad - Journal of Educational …, 2024 - journals.sagepub.com
The study investigates the potential of anxiety clusters in predicting programming
performance in two distinct coding environments. Participants comprised 83 second-year …

Predicting Low and High Student Performance in Programming Education Using PLS-SEM Algorithms

A Durak, V Bulut - Technology, Knowledge and Learning, 2024 - Springer
The study uses the partial least squares-structural equation modeling (PLS-SEM) algorithm
to predict the factors affecting the programming performance (PPE)(low, high) of the students …

[PDF][PDF] Advancing Data Science Proficiency in the Earth and Environmental Sciences: How an Earth Data Science Program is Helping Researchers Rethink Their …

N Quarderer, A Kaiser, E Culler, K Halama, AK Post… - osf.io
Corresponding author email: nathan. quarderer@ colorado. edu Affiliations: 1. University of
Colorado Boulder (CU); 2. Cooperative Institute for Research in Environmental Science; 3 …

EXAMINING STUDENTS'TEST ANXIETY AND PRE-UNIVERSITY PROGRAMMING EDUCATION IN AN UNDERGRADUATE INTRODUCTORY PROGRAMMING …

B Tomić, T Stojanović, I Antović - EDULEARN22 Proceedings, 2022 - library.iated.org
Many students encounter programming for the first time during undergraduate studies.
Programming, in general, is very different from other subjects typically taught in elementary …

Investigating the Relationship Between Individual Innovativeness and Programming Anxiety

M Engin - Üniversite Araştırmaları Dergisi, 2024 - dergipark.org.tr
This study investigates the levels of anxiety among university students regarding
programming and examines the factors influencing this anxiety. The research explores the …