Aspect Based Sentiment Analysis: Approaches and Algorithms


Authors : SOWMYA B; DR. T. JOHN PETER

Volume/Issue : Volume 7 - 2022, Issue 9 - September

Google Scholar : https://bit.ly/3IIfn9N

Scribd : https://bit.ly/3D8GHyf

DOI : https://doi.org/10.5281/zenodo.7223089

The domain of Aspect-based Sentiment Analysis allows automatic extraction of the fine-grained sentiment information from text documents or sentences. Aspect based sentiment analysis is one among the three main types of sentiment analysis , where aspects are extracted , sentiments are analyzed and are evolved over time , is getting much attention with increasing reviews of customers and peoples on social media. The evolution of machine learning and deep learning algorithms has made noticeable mark towards aspect level sentiment analysis. This survey emphasizes a review of different works from the recent articles on aspect based sentiment analysis using several machine learning techniques.

Keywords : Aspect-Based Sentiment Analysis ; Fine-grained Sentiment Analysis ; Machine Learning ; Deep Learning

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