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 …

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 …

Applications and Approaches of Sentiment Analysis: A Current Review

G Sandra, S Silas, EB Rajsingh - 2024 IEEE Recent Advances …, 2024 - ieeexplore.ieee.org
Limitless amount of data is loaded in every moment in social media platforms in the forms of
audio, videos, texts, and photos. They are rich sources of information, which has immense …

Comprehensive survey of algorithms for sentiment analysis

V Seetha Lakshmi, B Subbulakshmi - … and Internet of Things: ICICI 2019, 2020 - Springer
The growth of the web results with a wider increase in online communications. These online
communications include reviews, comments and feedbacks that are posted online by the …

[PDF][PDF] Sentiment analysis Using Machine Learning and Deep Learning: A Survey

N Alyas, MH Malik, H Ghous - 2021 - academia.edu
In recent years, internet strengthened itself as an influential platform that has changed the
methods of business and communication. Sentiment Analysis (SA) become active research …

Study and Empirical Analysis of Sentiment Analysis Approaches

M Gupta, S Hambarde, D Verma, V Deshpande… - AI, IoT, Big Data and …, 2023 - Springer
Sentiment analysis is a useful tool for social media and customer analysis allowing one to
glean a summary of the views of a large population regarding a particular topic. This work …

Computer-based Sentiment Analysis to Solve Real-world Societal Problems and Its Challenges

N Korivi, KS Naveen… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
Due to evolution in every sector around us, a large amount of information is generated at
every moment. In recent years, many microblogging platforms have become the primary …

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 …

Review of various sentiment analysis approaches

I Attri, M Dutta - Proceedings of International Conference on IoT …, 2020 - Springer
In this new world of social media, the trend of sharing views or opinions on several web
portals such as blogs, Instagram pages, Facebook pages, Twitter, YouTube is becoming so …

An analysis on machine learning approaches for sentiment analysis

BK Shrivash, DK Verma, P Pandey - Smart Systems: Innovations in …, 2022 - Springer
Social media is a wide source of sharing user's opinions on different areas. These opinions
are known as sentiments. Social media is an application of research for sentiment analysis …