Inferring Prerequisite Knowledge Concepts in Educational Knowledge Graphs: A Multi-criteria Approach
Fuente:
arXiv
Saved in:
| Main Authors: | Alatrash, Rawaa, Chatti, Mohamed Amine, Wibowo, Nasha, Ain, Qurat Ul |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Leveraging Graph Retrieval-Augmented Generation to Support Learners' Understanding of Knowledge Concepts in MOOCs
by: Abdelmagied, Mohamed, et al.
Published: (2025)
by: Abdelmagied, Mohamed, et al.
Published: (2025)
An Optimized Pipeline for Automatic Educational Knowledge Graph Construction
by: Ain, Qurat Ul, et al.
Published: (2025)
by: Ain, Qurat Ul, et al.
Published: (2025)
Investigating the Effects of Different Levels of User Control in an Interactive Educational Recommender System
by: Ain, Qurat Ul, et al.
Published: (2026)
by: Ain, Qurat Ul, et al.
Published: (2026)
Top-Down vs. Bottom-Up Approaches for Automatic Educational Knowledge Graph Construction in CourseMapper
by: Ain, Qurat Ul, et al.
Published: (2025)
by: Ain, Qurat Ul, et al.
Published: (2025)
Designing and Evaluating an Educational Recommender System with Different Levels of User Control
by: Ain, Qurat Ul, et al.
Published: (2025)
by: Ain, Qurat Ul, et al.
Published: (2025)
Visual or Textual: Effects of Explanation Format and Personal Characteristics on the Perception of Explanations in an Educational Recommender System
by: Ain, Qurat Ul, et al.
Published: (2026)
by: Ain, Qurat Ul, et al.
Published: (2026)
Human-Centered Development of Indicators for Self-Service Learning Analytics: A Transparency through Exploration Approach
by: Joarder, Shoeb, et al.
Published: (2025)
by: Joarder, Shoeb, et al.
Published: (2025)
Automatically Inferring Teachers' Geometric Content Knowledge: A Skills Based Approach
by: Fenigstein, Ziv, et al.
Published: (2026)
by: Fenigstein, Ziv, et al.
Published: (2026)
An Open Knowledge Graph-Based Approach for Mapping Concepts and Requirements between the EU AI Act and International Standards
by: Hernandez, Julio, et al.
Published: (2024)
by: Hernandez, Julio, et al.
Published: (2024)
PICKT: Practical Interlinked Concept Knowledge Tracing for Personalized Learning using Knowledge Map Concept Relations
by: Lee, Wonbeen, et al.
Published: (2025)
by: Lee, Wonbeen, et al.
Published: (2025)
The ISC Creator: Human-Centered Design of Learning Analytics Interactive Indicator Specification Cards
by: Joarder, Shoeb, et al.
Published: (2025)
by: Joarder, Shoeb, et al.
Published: (2025)
Disentangling Heterogeneous Knowledge Concept Embedding for Cognitive Diagnosis on Untested Knowledge
by: Zhang, Miao, et al.
Published: (2024)
by: Zhang, Miao, et al.
Published: (2024)
Prerequisite Structure Discovery in Intelligent Tutoring Systems
by: Annabi, Louis, et al.
Published: (2024)
by: Annabi, Louis, et al.
Published: (2024)
From Understanding to Creation: A Prerequisite-Free AI Literacy Course with Technical Depth Across Majors
by: Shehu, Amarda
Published: (2026)
by: Shehu, Amarda
Published: (2026)
Visualization for Recommendation Explainability: A Survey and New Perspectives
by: Chatti, Mohamed Amine, et al.
Published: (2023)
by: Chatti, Mohamed Amine, et al.
Published: (2023)
SIGMUS: Semantic Integration for Knowledge Graphs in Multimodal Urban Spaces
by: Wang, Brian, et al.
Published: (2025)
by: Wang, Brian, et al.
Published: (2025)
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs
by: Kraft, Angelie, et al.
Published: (2022)
by: Kraft, Angelie, et al.
Published: (2022)
Harnessing Structured Knowledge: A Concept Map-Based Approach for High-Quality Multiple Choice Question Generation with Effective Distractors
by: Scaria, Nicy, et al.
Published: (2025)
by: Scaria, Nicy, et al.
Published: (2025)
The Climate Change Knowledge Graph: Supporting Climate Services
by: Ceriani, Miguel, et al.
Published: (2026)
by: Ceriani, Miguel, et al.
Published: (2026)
Usability Evaluation and Improvement of a Tool for Self-Service Learning Analytics
by: Joarder, Shoeb, et al.
Published: (2026)
by: Joarder, Shoeb, et al.
Published: (2026)
The Non-Optimality of Scientific Knowledge: Path Dependence, Lock-In, and The Local Minimum Trap
by: Mabrok, Mohamed
Published: (2026)
by: Mabrok, Mohamed
Published: (2026)
Temporal Graph Memory Networks For Knowledge Tracing
by: Gad, Seif, et al.
Published: (2024)
by: Gad, Seif, et al.
Published: (2024)
Content Knowledge Identification with Multi-Agent Large Language Models (LLMs)
by: Yang, Kaiqi, et al.
Published: (2024)
by: Yang, Kaiqi, et al.
Published: (2024)
Unveiling LLMs: The Evolution of Latent Representations in a Dynamic Knowledge Graph
by: Bronzini, Marco, et al.
Published: (2024)
by: Bronzini, Marco, et al.
Published: (2024)
SuperSkillsStack: Agency, Domain Knowledge, Imagination, and Taste in Human-AI Design Education
by: Huang, Qian, et al.
Published: (2026)
by: Huang, Qian, et al.
Published: (2026)
Designing escalation criteria for international AI incident response: criteria, triggers, and thresholds
by: Gomez, Francesca, et al.
Published: (2026)
by: Gomez, Francesca, et al.
Published: (2026)
Knowledge Tracing in Programming Education Integrating Students' Questions
by: Kim, Doyoun, et al.
Published: (2025)
by: Kim, Doyoun, et al.
Published: (2025)
Beyond Static Question Banks: Dynamic Knowledge Expansion via LLM-Automated Graph Construction and Adaptive Generation
by: Wang, Yingquan, et al.
Published: (2026)
by: Wang, Yingquan, et al.
Published: (2026)
LIDSA: Cognitive Arbitration for Signal-Free Autonomous Intersection Management
by: Lakas, Abderrahmane, et al.
Published: (2026)
by: Lakas, Abderrahmane, et al.
Published: (2026)
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations
by: Li, Jiatong, et al.
Published: (2024)
by: Li, Jiatong, et al.
Published: (2024)
KTCF: Actionable Recourse in Knowledge Tracing via Counterfactual Explanations for Education
by: Kim, Woojin, et al.
Published: (2026)
by: Kim, Woojin, et al.
Published: (2026)
A Knowledge-Component-Based Methodology for Evaluating AI Assistants
by: Qi, Laryn, et al.
Published: (2024)
by: Qi, Laryn, et al.
Published: (2024)
Intersectoral Knowledge in AI and Urban Studies: A Framework for Transdisciplinary Research
by: Mushkani, Rashid
Published: (2025)
by: Mushkani, Rashid
Published: (2025)
Smart Spatial Planning in Egypt: An Algorithm-Driven Approach to Public Service Evaluation in Qena City
by: Shamroukh, Mohamed, et al.
Published: (2025)
by: Shamroukh, Mohamed, et al.
Published: (2025)
A Comparative Analysis of Student Performance Predictions in Online Courses using Heterogeneous Knowledge Graphs
by: Trask, Thomas, et al.
Published: (2024)
by: Trask, Thomas, et al.
Published: (2024)
Agentic Workflow for Education: Concepts and Applications
by: Jiang, Yuan-Hao, et al.
Published: (2025)
by: Jiang, Yuan-Hao, et al.
Published: (2025)
Explainable Few-shot Knowledge Tracing
by: Li, Haoxuan, et al.
Published: (2024)
by: Li, Haoxuan, et al.
Published: (2024)
AdvKT: An Adversarial Multi-Step Training Framework for Knowledge Tracing
by: Fu, Lingyue, et al.
Published: (2025)
by: Fu, Lingyue, et al.
Published: (2025)
Integrating Social Determinants of Health into Knowledge Graphs: Evaluating Prediction Bias and Fairness in Healthcare
by: Shang, Tianqi, et al.
Published: (2024)
by: Shang, Tianqi, et al.
Published: (2024)
CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracer
by: Jung, Heeseok, et al.
Published: (2024)
by: Jung, Heeseok, et al.
Published: (2024)
Similar Items
-
Leveraging Graph Retrieval-Augmented Generation to Support Learners' Understanding of Knowledge Concepts in MOOCs
by: Abdelmagied, Mohamed, et al.
Published: (2025) -
An Optimized Pipeline for Automatic Educational Knowledge Graph Construction
by: Ain, Qurat Ul, et al.
Published: (2025) -
Investigating the Effects of Different Levels of User Control in an Interactive Educational Recommender System
by: Ain, Qurat Ul, et al.
Published: (2026) -
Top-Down vs. Bottom-Up Approaches for Automatic Educational Knowledge Graph Construction in CourseMapper
by: Ain, Qurat Ul, et al.
Published: (2025) -
Designing and Evaluating an Educational Recommender System with Different Levels of User Control
by: Ain, Qurat Ul, et al.
Published: (2025)