From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback

arXiv:2608.03118 · cs.CL · Submitted 2026-08-04 · Read on arXiv

Abdulrahman AlRabah, Weijian Zhou, Xing Gao, Abdussalam Alawini

cs.CL

Submitted: 2026-08-04

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Knowledge Graph — 34× in this paper · explained in 8 episodes
Knowledge graphs — 11× in this paper · explained in 2 episodes
Trace — 11× in this paper · explained in 2 episodes
Accuracy — 7× in this paper · explained in 1 episode
Ontology — 4× in this paper · explained in 2 episodes
Embeddings — 3× in this paper · explained in 2 episodes
Generative AI — 3× in this paper · explained in 2 episodes
Graph Construction — 3× in this paper · explained in 3 episodes
Interpretability — 3× in this paper · explained in 15 episodes
ACM Transactions on Computing Education — 2× in this paper
Consistency — 2× in this paper · explained in 3 episodes
Core — 2× in this paper · explained in 2 episodes
LLM judge — 2× in this paper · explained in 2 episodes
Personalization — 2× in this paper · explained in 2 episodes
Prompt Engineering — 2× in this paper · explained in 6 episodes
Structured Query Language — 2× in this paper
LLM-as-a-Judge — 1× in this paper · explained in 4 episodes

Sources

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