Investigating the Predictive Performance of Process Data and Result Data in Complex Problem Solving Using the Conditional Gradient Boosting Algorithm

Investigating the Predictive Performance of Process Data and Result Data in Complex Problem Solving Using the Conditional Gradient Boosting Algorithm

This study aims to examine the predictive performance of process data and result data in complex problem-solving skills using the conditional gradient boosting algorithm. For this purpose, data from 915 participants of the 2012 cycle of the Programme for International Student Assessment (PISA) were...

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Bibliographic Details
Main Authors: Fatma Nur Aydin, Kubra Atalay Kabasakal, Ismail Dilek
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Journal of Intelligence
Subjects:
process data
log files
result data
complex problem solving
conditional gradient boosting algorithm
Online Access:https://www.mdpi.com/2079-3200/13/3/29
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