A comprehensive survey on sentiment analysis: Approaches, challenges and trends

M Birjali, M Kasri, A Beni-Hssane - Knowledge-Based Systems, 2021 - Elsevier
Sentiment analysis (SA), also called Opinion Mining (OM) is the task of extracting and
analyzing people's opinions, sentiments, attitudes, perceptions, etc., toward different entities …

A survey on classification techniques for opinion mining and sentiment analysis

F Hemmatian, MK Sohrabi - Artificial intelligence review, 2019 - Springer
Opinion mining is considered as a subfield of natural language processing, information
retrieval and text mining. Opinion mining is the process of extracting human thoughts and …

[PDF][PDF] Opinion mining on newspaper headlines using SVM and NLP

CJ Rameshbhai, J Paulose - International journal of …, 2019 - pdfs.semanticscholar.org
Opinion Mining also known as Sentiment Analysis, is a technique or procedure which uses
Natural Language processing (NLP) to classify the outcome from text. There are various …

Improving sentiment analysis in social media by handling lengthened words

A Kukkar, R Mohana, A Sharma, A Nayyar… - IEEE …, 2023 - ieeexplore.ieee.org
Machines are continually being channelized in the current era of automation to deliver
accurate interpretations of what people communicate on social media. The human species …

Evaluation of naïve bayes and support vector machines on bangla textual movie reviews

N Banik, MHH Rahman - 2018 international conference on …, 2018 - ieeexplore.ieee.org
The ever-growing World Wide Web (WWW) containing textual movie reviews from Facebook
groups, personal blogs, newspapers, dedicated movie review sites has crucial impacts on …

N-gram based sentiment mining for bangla text using support vector machine

SMA Taher, KA Akhter… - … international conference on …, 2018 - ieeexplore.ieee.org
Opinion Mining is a valuable knowledge resource to understand the collective opinions and
to take better decisions. It is a Natural Language Processing (NLP) task that decides …

[PDF][PDF] Enhancing Sentiment Analysis on Social Media with Novel Preprocessing Techniques

KS Eljil, F Nait-Abdesselam, E Hamouda, M Hamdi - J. Adv. Inf. Technol, 2023 - jait.us
Sentiment analysis is a highly valuable tool, particularly in the realm of social media, as it
enables us to understand the public's opinions regarding specific products or topics …

Detecting abusive comments in discussion threads using Naïve Bayes

MA Awal, MS Rahman, J Rabbi - … International Conference on …, 2018 - ieeexplore.ieee.org
Comments are supported by various websites and provide a simple approach to increment
user involvement. Users can generally comment on different types of media such as: social …

Opinion mining using support vector machine with web based diverse data

MS Sabuj, Z Afrin, KMA Hasan - International Conference on Pattern …, 2017 - Springer
Opinions of other people always carry a very important source of information that has a
major impact on the entire decision making process. With the emerging availability and …

[PDF][PDF] Binary vs. Multiclass Sentiment Classification for Bangla E-commerce Product Reviews: A Comparative Analysis of Machine Learning Models

SS Shanto, Z Ahmed, N Hossain, A Roy… - International Journal of …, 2023 - researchgate.net
Sentiment analysis, the process of determining the emotional tone of a text, is essential for
comprehending user opinions and preferences. Unfortunately, the majority of research on …