A robust approach for aspect-based sentiment analysis using deep learning and domain ontologies
Srishti Sharma,
Mala Saraswat
Abstract:Purpose
The purpose of this research study is to improve sentiment analysis (SA) at the aspect level, which is accomplished through two independent goals of aspect term and opinion extraction and subsequent sentiment classification.
Design/methodology/approach
The proposed architecture uses neighborhood and dependency tree-based relations for target opinion extraction, a domain–ontology-based knowledge management system for aspect term extraction, and deep learning techniques for classification.
Findings
The… Show more
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