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 …

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 …

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 …

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 …

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 …

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 …

A survey of sentiment analysis on social media

Y Tan, J Zhang, L Xia - Data Analysis and Knowledge …, 2020 - manu44.magtech.com.cn
[Objective] This paper investigates recent researches addressing sentiment analysis on
social media.[Coverage] 163 papers in total are collected and 91 articles are cited for this …

Types of Approaches, Applications and Challenges in the Development of Sentiment Analysis Systems

K Taghandiki, ER Ehsan - arXiv preprint arXiv:2303.11176, 2023 - arxiv.org
Today, the web has become a mandatory platform to express users' opinions, emotions and
feelings about various events. Every person using his smartphone can give his opinion …

A literature review on sentiment analysis and its foundational technologies

S Karmaniolos, G Skinner - 2019 IEEE 4th International …, 2019 - ieeexplore.ieee.org
Sentiment Analysis is the computational treatment of opinion or sentiment expressed in a
source of data. A cross-section of Natural Language Processing and Machine Learning …

Sentiment analysis using machine learning and deep learning

Y Chandra, A Jana - 2020 7th international conference on …, 2020 - ieeexplore.ieee.org
With the increasing rate at which data is created by internet users on various platforms, it
becomes necessary to analyze and make use of the data by the Defense and other …