A Comprehensive Exploration of Personalized Learning in Smart Education: From Student Modeling to Personalized Recommendations
With the development of artificial intelligence, personalized learning has attracted much
attention as an integral part of intelligent education. China, the United States, the European …
attention as an integral part of intelligent education. China, the United States, the European …
Adaptive multi-modalities fusion in sequential recommendation systems
In sequential recommendation, multi-modal information (eg, text or image) can provide a
more comprehensive view of an item's profile. The optimal stage (early or late) to fuse …
more comprehensive view of an item's profile. The optimal stage (early or late) to fuse …
Criteria tell you more than ratings: Criteria preference-aware light graph convolution for effective multi-criteria recommendation
The multi-criteria (MC) recommender system, which leverages MC rating information in a
wide range of e-commerce areas, is ubiquitous nowadays. Surprisingly, although graph …
wide range of e-commerce areas, is ubiquitous nowadays. Surprisingly, although graph …
Automatic Feature Fairness in Recommendation via Adversaries
Fairness is a widely discussed topic in recommender systems, but its practical
implementation faces challenges in defining sensitive features while maintaining …
implementation faces challenges in defining sensitive features while maintaining …
A personalized course recommendation model integrating multi-granularity sessions and multi-type interests
Y Liu, Y Dong, C Yin, C Chen, R Jia - Education and Information …, 2024 - Springer
The open online course (MOOC) platform has seen an increase in usage, and there are a
growing number of courses accessible for people to select. An effective method is urgently …
growing number of courses accessible for people to select. An effective method is urgently …
Reasonable Sense of Direction: Making Course Recommendations Understandable with LLMs
HW Chun, RK Ong, AWH Khong - 2024 IEEE 67th International …, 2024 - ieeexplore.ieee.org
Course recommendation systems play an essential role in academic institutions for students
to find courses that align with their interests and graduation requirements. However, due to …
to find courses that align with their interests and graduation requirements. However, due to …
[HTML][HTML] LMGA: Lightweight multi-graph augmentation networks for safe medication recommendation
X Fan, X Yu, X Li, F Ge, Y Zhao - Journal of King Saud University-Computer …, 2024 - Elsevier
The rapid accumulation of large-scale electronic health records (EHRs) has witnessed the
prosperity of intelligent medicine, such as medication recommendation (MR). However, most …
prosperity of intelligent medicine, such as medication recommendation (MR). However, most …
ALGNet: Attention Light Graph Memory Network for Medical Recommendation System
Medication recommendation is a vital task for improving patient care and reducing adverse
events. However, existing methods often fail to capture the complex and dynamic …
events. However, existing methods often fail to capture the complex and dynamic …
[PDF][PDF] MORS 2022
Recommender Systems are becoming an inherent part of today's Internet. They can be
found anywhere from e-commerce platforms (eBay, Amazon) to music or movie streaming …
found anywhere from e-commerce platforms (eBay, Amazon) to music or movie streaming …