Course recommendation with deep learning approach

TT Dien, L Hoai-Sang, N Thanh-Hai… - Future Data and Security …, 2020 - Springer
… The current course recommendationcourses based on advancements of machine learning
approaches. In this study, we propose a course recommender system by using deep learning

Knowledge-aware sequence modelling with deep learning for online course recommendation

W Deng, P Zhu, H Chen, T Yuan, J Wu - Information Processing & …, 2023 - Elsevier
learning sequences for online course recommendation, we propose a novel recommendation
… pioneeringly models learning sequences with heterogeneous course information and the …

A deep learning framework for multimodal course recommendation based on LSTM+ attention

X Ren, W Yang, X Jiang, G Jin, Y Yu - Sustainability, 2022 - mdpi.com
deep learning course recommendation model for extracting the modal features of learners
and courses; … course recommendation. The practical significance of this research is to improve …

Personalized course recommendation based on eye-tracking technology and deep learning

Q Chen, X Yu, N Liu, X Yuan… - 2020 IEEE 7th …, 2020 - ieeexplore.ieee.org
… In our TED course recommendation, the aim is to learn the hidden features interactions
behind the user’s click behavior to predict the course with high click rate to recommend to the …

Massive open online courses (MOOCs) recommendation modeling using deep learning

S Sakboonyarat… - 2019 23rd International …, 2019 - ieeexplore.ieee.org
… This research aims to present a model for the course recommendation system by using
Deep learning with a multilayer perceptron architecture for MOOCs environment. The system …

DORIS: Personalized course recommendation system based on deep learning

Y Ma, R Ouyang, X Long, Z Gao, T Lai, C Fan - PLoS One, 2023 - journals.plos.org
… applies deep learning to the course recommendationcourses, grades, and majors, uses
the course department, average score, and the introduction of courses to construct the course

[Retracted] Deep Learning and Collaborative Filtering‐Based Methods for Students' Performance Prediction and Course Recommendation

J Liu, C Yin, Y Li, H Sun, H Zhou - … Communications and Mobile …, 2021 - Wiley Online Library
… The relevant machine learning methods and course recommendation methods mentioned
in this paper can be widely applied in IOT and industrial vocational learning systems. So in …

UniNet: next term course recommendation using deep learning

NA Volk, G Rojas, MV Vitali - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
… what is the best combination of courses to enroll in the next term… deep learning approach
using recurrent neural networks that aims to better represent how chronological order of course

Course video recommendation with multimodal information in online learning platforms: A deep learning framework

W Xu, Y Zhou - British Journal of Educational Technology, 2020 - Wiley Online Library
… The main contribution of our research is the design of a course recommendation framework
… proper course recommendation using multimodal data based on deep learning methods. …

[PDF][PDF] Deep learning for MOOCs course recommendation systems: State of the art survey

D Alahmadi, F Alruwaili - Int. Trans. J. Eng. Manage. Appl. Sci …, 2021 - tuengr.com
… the field of MOOCs recommendation systems by overviewing … deep learning models with
MOOCs recommendation systems. Literature in the utilization of deep course recommendation