A comparative study on sentiment analysis approaches and methods

GK Rajput, A Kumar, S Kundu - 2020 9th International …, 2020 - ieeexplore.ieee.org
With the rapid development of Internet and its usages, Sentiment analysis, the subsidiary of
Natural Language processing has also grown. Through, it the implicit emotion in the text can …

Comprehensive Study on Sentiment Analysis: Types, Approaches, Recent Applications, Tools and APIs

B Saju, S Jose, A Antony - 2020 Advanced Computing and …, 2020 - ieeexplore.ieee.org
Sentiment analysis can be considered a major application of machine learning, more
particularly natural language processing (NLP). As there are varieties of applications …

Sentiment analysis methods and applications–a review

A Rastogi, R Singh, D Ather - 2021 10th International …, 2021 - ieeexplore.ieee.org
Sentiment analysis is the most vital research field in the area of natural language processing
and text mining. It is a powerful tool for entrepreneurs that introduces products upon online …

Evaluation of Machine Learning Techniques in Sentimental Analysis

SC Agrawal, S Singh, S Gupta - 2021 5th International …, 2021 - ieeexplore.ieee.org
Sentiment analysis has vital applications in several areas, together with selling,
recommendation, and financial analysis. It is considered as a process to find the polarity of …

Sentiment Analysis Using Hybrid CNN-LSTM Approach

S Sejwal, N Faujdar, S Saraswat - 2021 5th International …, 2021 - ieeexplore.ieee.org
Sentiment Analysis which is also referred to as opinion mining focuses to use the tools that
can automatically detect different types of emotions such as feelings, attitudes, and opinions …

Machine learning based approach to sentiment analysis

S Nigam, AK Das, R Chandra - 2018 International Conference …, 2018 - ieeexplore.ieee.org
Sentiment analysis is one of the fastest growing research areas in natural language
processing (NLP), making it challenging to keep track of all the activities. In a present day …

Various Approaches in Sentiment Analysis

S Srivastava, A Nagpal… - 2020 12th International …, 2020 - ieeexplore.ieee.org
In natural language processing (NLP), Sentiment analysis is flourishing rapidly as it aims at
finding the emotional tone behind a piece of text and helps in understanding the attitudes …

Deep learning approach in sentiment analysis: A review

EAH Khalil, EMF El Houby… - 2020 15th International …, 2020 - ieeexplore.ieee.org
Sentiment Analysis (SA) is the field that combines Natural Language Processing (NLP),
Computational Linguistics (CL) and text analysis to study people's opinions through, by …

Sentiment analysis: a recent survey with applications and a proposed ensemble algorithm

S Jain, V Gupta - … Intelligence in Data Mining: Proceedings of ICCIDM …, 2022 - Springer
With the dramatic increase in the massive amount of data on e-commercial sites, it becomes
difficult to analyze the sentiment manually. Sentiment analysis automatically analyzes the …

Sentimental analysis for E-commerce site

A Kumar, AP Singh, R Jayaraman - Data Intelligence and Cognitive …, 2022 - Springer
The world is rapidly transforming due to digital innovations. The usage of social media and e-
commerce sites is expanding on a daily basis. The users' primary sources of creating large …