Sentiment analysis techniques for social media data: A review

D Sharma, M Sabharwal, V Goyal, M Vij - First International Conference on …, 2020 - Springer
The world is going to digitize day by day. A lot of data generated by the social website users
that play an essential role in decision-making. It is impossible to read the whole text, so …

Sentiment analysis main tasks and applications: a survey

S Tedmori, A Awajan - Journal of Information Processing Systems, 2019 - koreascience.kr
The blooming of social media has simulated interest in sentiment analysis. Sentiment
analysis aims to determine from a specific piece of content the overall attitude of its author in …

A study of sentiment analysis: Concepts, techniques, and challenges

AAQ Aqlan, B Manjula, R Lakshman Naik - Proceedings of International …, 2019 - Springer
Sentiment analysis (SA) is a process of extensive exploration of data stored on the Web to
identify and categorize the views expressed in a part of the text. The intended outcome of …

A systematic review on sentiment analysis approaches

D Srivastava, VK Soni - 2022 2nd International Conference on …, 2022 - ieeexplore.ieee.org
With the rise of social media on the internet, one of the most important study fields is
sentiment analysis. Millions of people trade their thoughts, ideas, expressions, sentiments …

A survey on sentiment analysis and its applications

TA Al-Qablan, MH Mohd Noor, MA Al-Betar… - Neural Computing and …, 2023 - Springer
Analyzing and understanding the sentiments of social media documents on Twitter,
Facebook, and Instagram has become a very important task at present. Analyzing the …

Sentiment analysis using machine learning classifiers: evaluation of performance

RB Shamantha, SM Shetty, P Rai - 2019 IEEE 4th international …, 2019 - ieeexplore.ieee.org
The modern era internet is full of information pertaining to opinion of people through
applications such as social media, micro blogging sites, review sites, personal blogs etc …

Review on sentiment analysis for text classification techniques from 2010 to 2021

A Ullah, SN Khan, NM Nawi - Multimedia Tools and Applications, 2023 - Springer
Progression in the popularity of social media activities had provided huge amount of data in
the form of text that can immeasurably augment its specialty. This textual data offers a …

Sentiment analysis with machine learning methods on social media

MS Basarslan, F Kayaalp - 2020 - torrossa.com
Thanks to the Internet, the developments in communication technologies have brought
people closer together in recent years. The slow communication process of the past, using …

Sentiment analysis for social media

CA Iglesias, A Moreno - Applied Sciences, 2019 - mdpi.com
Sentiment analysis has become a key technology to gain insight from social networks. The
field has reached a level of maturity that paves the way for its exploitation in many different …

A review on Twitter sentiment analysis approaches

JF Raisa, M Ulfat, A Al Mueed… - … on information and …, 2021 - ieeexplore.ieee.org
Sentiment analysis addresses the issue of interpreting the data presented in several
contexts and realms in terms of feelings, interests, and opinions. It can be useful for …