Aspect-based drug review classification through a hybrid model with ant colony optimization using deep learning

P Durga, D Godavarthi, S Kant, SS Basa - Discover Computing, 2024 - Springer
The task of aspect-level sentiment analysis is intricately designed to determine the sentiment
polarity directed towards a specific target within a sentence. With the increasing availability …

Treatment Recommendation using BERT Personalization

J Jayapradha, Y Kulkarni, P Naveen… - … of Informatics and …, 2024 - journals.mmupress.com
This research work develops a new framework that combines patient feedback with
evidence-based best practices across disease states to improve drug recommendations. It …

Word embeddings with fuzzy ontology reasoning for feature learning in aspect sentiment analysis

AH Sweidan, N El-Bendary, H Al-Feel - International Conference on …, 2022 - Springer
In this paper, a hybrid feature learning approach is proposed to employ aspect sentiment
analysis on sentence level through contextual discovery of unstructured text data. The …