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
Abstract :
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
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
