Graph4Learn (G4L) intelligent tutoring system¶
Product or Programme · All products and programmes
Evidence · 2 claims (1 for, 1 mixed) · 1 study (1 design),q2· 0 of 1 report an effect size · 2 claims rest on one study
Description¶
A Python-based intelligent tutoring web application developed by Csépányi-Fürjes et al. that uses graph-based knowledge modeling, learner activity tracking, adaptive content delivery, and knowledge-retention updates for computer-science learning.
Components¶
Claims¶
- The integrated G4L approach combining graph-based modeling, database-driven tracking, and generative content creation successfully supported learner navigation and domain comprehension [+M]
- Most learners disregarded the system's learning and repetition recommendations, with self-regulated decision-making taking precedence over the suggested path [~M]
Related Products and Programmes¶
- SCRIPT (Step-based Coding for Research and Intelligent Programming Tutoring)
- Generalized Intelligent Framework for Tutoring (GIFT)
Key Sources¶
- Csépányi-Fürjes, L., & Kovács, L. (2026). Intelligent tutoring in dynamic domains: a graph-based system for comparative analysis of adaptive algorithms with intuitionistic fuzzy logic and forgetting. Education Tech Research Dev. https://doi.org/10.1007/s11423-026-10639-6
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
graph4learn-g4l-intelligent-tutoring-system |
title |
Graph4Learn (G4L) intelligent tutoring system |
description |
A Python-based intelligent tutoring web application developed by Csépányi-Fürjes et al. |
status |
review |
product_kind |
software |
generated |
by process:settle-candidates on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
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