25 Mar 2026Open access
Extended LSTM to Enhance Learner Performance PredictionPublisher siteAlgorithms, Intelligent Tutoring Systems and Adaptive Learning
Active, last published 2026
In online learning and analytics
Soukaina
Hakkal
Scholar“Research focused on Online Learning and Analytics and adjacent fields.”
Ibn Tofail University
Morocco
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100
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01 · About the work
What I study
oukaina Hakkal is a researcher working on Online Learning and Analytics. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Soukaina's work has been cited 100 times across 4 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Online Learning and Analytics×7Intelligent Tutoring Systems and Adaptive Learning×7Advanced Graph Neural Networks×3Innovative Teaching and Learning Methods×2
04 · Where I am
Affiliations
Affiliation on published researchUniversité Ibn-Tofail, MoroccoDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
6 works4 Mar 20261cites
A Generalizable Approach for Learner Performance Prediction Using GraphSAGE Neural NetworksPublisher site23 Jun 20254cites
Leveraging graph neural network for learner performance predictionPublisher siteExpert Systems with Applications, Online Learning and Analytics
1 Jan 20251cites
Addressing the Learning Gap with Adaptive LearningPublisher site12 Jun 2024Open access82cites
XGBoost To Enhance Learner Performance PredictionPublisher siteComputers and Education Artificial Intelligence, Intelligent Tutoring Systems and Adaptive Learning
1 Jan 20232cites
A Comparative Study of Adaptative Learning Algorithms for Students’ Performance Prediction: Application in a Moroccan University Computer Science CoursePublisher siteLecture notes in networks and systems, Online Learning and Analytics
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