A Review of Explainable Recommender Systems Utilizing Knowledge Graphs and Reinforcement Learning
N Tiwary, SAM Noah, F Fauzi, TS Yee - IEEE Access, 2024 - ieeexplore.ieee.org
This review paper addresses the research question of the significance of explainability in AI
and the role of integrating KG and RL to enhance Explainable Recommender Systems …
and the role of integrating KG and RL to enhance Explainable Recommender Systems …
Exploring aspect-based sentiment analysis: an in-depth review of current methods and prospects for advancement
Aspect-based sentiment analysis (ABSA) is a natural language processing technique that
seeks to recognize and extract the sentiment connected to various qualities or aspects of a …
seeks to recognize and extract the sentiment connected to various qualities or aspects of a …
An experimental study on the performance of collaborative filtering based on user reviews for large-scale datasets
ALG Sumaia, SAM Noah, M Mohammed - PeerJ Computer Science, 2023 - peerj.com
Collaborative filtering (CF) approaches generate user recommendations based on user
similarities. These similarities are calculated based on the overall (explicit) user ratings …
similarities. These similarities are calculated based on the overall (explicit) user ratings …
A multi-view representation technique based on principal component analysis for enhanced short text clustering
Clustering texts together is an essential task in data mining and information retrieval, whose
aim is to group unlabeled texts into meaningful clusters that facilitate extracting and …
aim is to group unlabeled texts into meaningful clusters that facilitate extracting and …
A Trusted User Model for Collaborative Multi-Criteria Recommendation using User Review Elements
SM Al-Ghuribi, SA Mohd Noah, SA Al Ameri… - Proceedings of the …, 2023 - dl.acm.org
Recommender systems (RSs) are designed to assist users in discovering relevant items that
match their needs based on their preferences. RSs have been used across several …
match their needs based on their preferences. RSs have been used across several …