Integrating lstm and bert for long-sequence data analysis in intelligent tutoring systems

Z Li, J Yang, J Wang, L Shi, S Stein - arXiv preprint arXiv:2405.05136, 2024 - arxiv.org
The field of Knowledge Tracing aims to understand how students learn and master
knowledge over time by analyzing their historical behaviour data. To achieve this goal, many …

The Impact of 2D and 3D Gamified VR on Learning American Sign Language

J Wang, I Ivrissimtzis, Z Li, L Shi - arXiv preprint arXiv:2405.08908, 2024 - arxiv.org
Sign language has been extensively studied as a means of facilitating effective
communication between hearing individuals and the deaf community. With the continuous …

Lbkt: a lstm bert-based knowledge tracing model for long-sequence data

Z Li, J Yang, J Wang, L Shi, J Feng, S Stein - International Conference on …, 2024 - Springer
Abstract The field of Knowledge Tracing (KT) aims to understand how students learn and
master knowledge over time by analyzing their historical behaviour data. To achieve this …

A Design Trajectory Map of Human-AI Collaborative Reinforcement Learning Systems: Survey and Taxonomy

Z Li - arXiv preprint arXiv:2405.10214, 2024 - arxiv.org
Driven by the algorithmic advancements in reinforcement learning and the increasing
number of implementations of human-AI collaboration, Collaborative Reinforcement …

Application of Artificial Intelligence in Hand Gesture Recognition with Virtual Reality: Survey and Analysis of Hand Gesture Hardware Selection

J Wang - arXiv preprint arXiv:2405.16264, 2024 - arxiv.org
The ongoing usage of artificial intelligence technologies in virtual reality has led to a large
number of researchers exploring immersive virtual reality interaction. Gesture controllers …

Towards Citizen-Centric Multiagent Systems Based on Large Language Models

Z Li, V Yazdanpanah, S Sarkadi, Y He… - Proceedings of the …, 2024 - dl.acm.org
The rapid evolution of Large Language Models (LLMs), exemplified by GPT-4, has ushered
in a transformative era in artificial intelligence (AI). This paper introduces the concept of …