A review of feature selection techniques in sentiment analysis

SR Ahmad, AA Bakar, MR Yaakub - Intelligent data analysis, 2019 - content.iospress.com
The rapid growth in web development has transformed today's communication. The
combination of features and corresponding sentiment words (SWs) can help produce …

[图书][B] Prominent feature extraction for sentiment analysis

B Agarwal, N Mittal - 2016 - Springer
The field of sentiment analysis is an exciting and new research direction due to a large
number of real-world applications. Discovering people's opinion is very important for better …

A performance comparison of feature extraction methods for sentiment analysis

LP Hung, R Alfred - Advanced Topics in Intelligent Information and …, 2017 - Springer
Sentiment analysis is the task of classifying documents according to their sentiment polarity.
Before classification of sentiment documents, plain text documents need to be transformed …

[PDF][PDF] Performance investigation of feature selection methods and sentiment lexicons for sentiment analysis

A Sharma, S Dey - IJCA Special Issue on Advanced Computing …, 2012 - researchgate.net
Sentiment analysis or opinion mining has become an open research domain after
proliferation of Internet and Web 2.0 social media. People express their attitudes and …

Efficient feature selection techniques for sentiment analysis

A Madasu, S Elango - Multimedia Tools and Applications, 2020 - Springer
Sentiment analysis is a domain of study that focuses on identifying and classifying the ideas
expressed in the form of text into positive, negative and neutral polarities. Feature selection …

QER: a new feature selection method for sentiment analysis

T Parlar, SA Özel, F Song - Human-centric Computing and Information …, 2018 - Springer
Sentiment analysis is about the classification of sentiments expressed in review documents.
In order to improve the classification accuracy, feature selection methods are often used to …

[PDF][PDF] A review of feature extraction in sentiment analysis

MZ Asghar, A Khan, S Ahmad… - Journal of Basic and …, 2014 - researchgate.net
Abstract: Rapid increase in internet users along with growing power of online review sites
and social media has given birth to Sentiment analysis or Opinion mining, which aims at …

[PDF][PDF] A survey on sentiment analysis using swarm intelligence

A Kumar, R Khorwal… - Indian J Sci …, 2016 - sciresol.s3.us-east-2.amazonaws …
The social web data has increased tremendously in the recent years in form of comments,
blogs, reviews and tweets. The nature of this data is highly un-structured and high …

Evaluating the impact of feature selection on overall performance of sentiment analysis

SM Basha, DS Rajput - … of the 2017 international conference on …, 2017 - dl.acm.org
Now a days the importance of analyzing the hidden sentiments from user reviews playing a
prominent role towards increasing profitability in any organization. To address the …

Sentiment Analysis using Support Vector Machine and Random Forest

TA Khan, R Sadiq, Z Shahid, MM Alam… - Journal of Informatics …, 2024 - mmupress.com
Sentiment analysis, is commonly known as opinion mining, is a vital field in natural
language processing (NLP) that claims to find out the sentiment or emotion expressed in a …