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Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing
Knowledge tracing (KT) is a popular approach for modeling students' learning progress over
time, which can enable more personalized and adaptive learning. However, existing KT …
time, which can enable more personalized and adaptive learning. However, existing KT …
Advancements in Modern Recommender Systems: Industrial Applications in Social Media, E-commerce, Entertainment, and Beyond
In the current digital era, the proliferation of online content has overwhelmed users with vast
amounts of information, necessitating effective filtering mechanisms. Recommender systems …
amounts of information, necessitating effective filtering mechanisms. Recommender systems …
EUR-USD Exchange Rate Forecasting Based on Information Fusion with Large Language Models and Deep Learning Methods
H Ding, X Zhao, Z Jiang, SN Abdullah… - arxiv preprint arxiv …, 2024 - arxiv.org
Accurate forecasting of the EUR/USD exchange rate is crucial for investors, businesses, and
policymakers. This paper proposes a novel framework, IUS, that integrates unstructured …
policymakers. This paper proposes a novel framework, IUS, that integrates unstructured …
Tagging knowledge concepts for math problems based on multi-label text classification
Z Ding, X Wang, Y Wu, G Cao, L Chen - Expert Systems with Applications, 2025 - Elsevier
Tagging knowledge concepts for course problems is essential for intelligent tutoring
systems. Traditional manual tagging methods, usually performed by domain experts, are …
systems. Traditional manual tagging methods, usually performed by domain experts, are …
Exploring Knowledge Tracing in Tutor-Student Dialogues using LLMs
Recent advances in large language models (LLMs) have led to the development of artificial
intelligence (AI)-powered tutoring chatbots, showing promise in providing broad access to …
intelligence (AI)-powered tutoring chatbots, showing promise in providing broad access to …