Towards student behaviour simulation: a decision transformer based approach

Z Li, L Shi, Y Zhou, J Wang - International Conference on Intelligent …, 2023 - Springer
With the rapid development of Artificial Intelligence (AI), an increasing number of Machine
Learning (ML) technologies have been widely applied in many aspects of life. In the field of …

Simstu-transformer: A transformer-based approach to simulating student behaviour

Z Li, L Shi, A Cristea, Y Zhou, C Xiao, Z Pan - International Conference on …, 2022 - Springer
Lacking behavioural data between students and an Intelligent Tutoring System (ITS) has
been an obstacle for improving its personalisation capability. One feasible solution is to train …

Human-computer interaction in intelligent tutoring systems

R Toala, D Durães, P Novais - International symposium on distributed …, 2019 - Springer
Due to the rapid evolution of society, citizens are constantly being pressured to obtain new
skills through training. The need for qualified people has grown exponentially, which means …

Sim-GAIL: A generative adversarial imitation learning approach of student modelling for intelligent tutoring systems

Z Li, L Shi, J Wang, AI Cristea, Y Zhou - Neural Computing and …, 2023 - Springer
The continuous application of artificial intelligence (AI) technologies in online education has
led to significant progress, especially in the field of Intelligent Tutoring Systems (ITS), online …

Personalisation of learning process in intelligent tutoring systems using behavioural measures

P Chynał, A Kozierkiewicz-Hetmańska… - Multimedia and Network …, 2017 - Springer
The main goal of an intelligent tutoring system is to provide learning materials suitable for
students' needs and preferences. Observations and analysis of students' behaviour and …

[PDF][PDF] Towards deeper integration of intelligent tutoring systems: One-way student model sharing between GIFT and CTAT

V Aleven, J Sewall, JM Andres, O Popescu… - Proceedings of the …, 2019 - researchgate.net
There are strong potential benefits to be had by integrating intelligent tutoring systems (ITSs)
with each other, but few instances of successful integration are known in the literature. Given …

[PDF][PDF] Design specifications for a generic Intelligent Tutoring System

RK Barbhuiya, K Mustafa, S Jabin - … of the International Conference on e …, 2011 - Citeseer
Intelligent Tutoring System (ITS) is no more a young research area as it has already
revolutionized e-Learning, curriculum instructions and workplace training. For the last few …

Intelligent tutoring system to improve learning outcomes

D Durães, R Toala, F Gonçalves… - Ai …, 2019 - content.iospress.com
Nowadays, society is in constant evolution, which allows constant production of new
knowledge. In this way, citizens are constantly pressured to obtain new qualifications …

Computational intelligence approaches for student/tutor modelling: A review

S Sani, TNM Aris - 2014 5th International Conference on …, 2014 - ieeexplore.ieee.org
The intelligent tutoring system (ITS) is an educational software system that provides
personalized and adaptive tutoring to students based on their needs, profiles and …

Artificial intelligence approaches in student modeling: Half decade review (2010-2015)

SM Sani, AB Bichi, S Ayuba - IJCSN-International Journal of …, 2016 - eprints.rclis.org
Intelligent Tutoring Systems (ITSs) are special classes of E-learning systems designed using
Artificial Intelligence (AI) approaches to provide adaptive and personalized tutoring based …