The evolution of sentiment analysis—A review of research topics, venues, and top cited papers

MV Mäntylä, D Graziotin, M Kuutila - Computer Science Review, 2018 - Elsevier
Sentiment analysis is one of the fastest growing research areas in computer science, making
it challenging to keep track of all the activities in the area. We present a computer-assisted …

[PDF][PDF] Sentiment analysis: An overview

Y Mejova - University of Iowa, Computer Science Department, 2009 - academia.edu
As a response to the growing availability of informal, opinionated texts like blog posts and
product review websites, a field of Sentiment Analysis has sprung up in the past decade to …

Techniques and applications for sentiment analysis

R Feldman - Communications of the ACM, 2013 - dl.acm.org
Techniques and applications for sentiment analysis Page 1 82 communicAtionS of the Acm |
APrIl 2013 | vOl. 56 | nO. 4 review articles Doi:10.1145/2436256.2436274 The main …

Document level sentiment analysis: a survey

S Behdenna, F Barigou… - EAI endorsed transactions …, 2018 - publications.eai.eu
Sentiment analysis becomes a very active research area in the text mining field. It aims to
extract people's opinions, sentiments, and subjectivity from the texts. Sentiment analysis can …

[HTML][HTML] Systematic reviews in sentiment analysis: a tertiary study

A Ligthart, C Catal, B Tekinerdogan - Artificial intelligence review, 2021 - Springer
With advanced digitalisation, we can observe a massive increase of user-generated content
on the web that provides opinions of people on different subjects. Sentiment analysis is the …

Sentiment analysis: An overview from linguistics

M Taboada - Annual Review of Linguistics, 2016 - annualreviews.org
Sentiment analysis is a growing field at the intersection of linguistics and computer science
that attempts to automatically determine the sentiment contained in text. Sentiment can be …

[HTML][HTML] A survey on sentiment analysis methods, applications, and challenges

M Wankhade, ACS Rao, C Kulkarni - Artificial Intelligence Review, 2022 - Springer
The rapid growth of Internet-based applications, such as social media platforms and blogs,
has resulted in comments and reviews concerning day-to-day activities. Sentiment analysis …

Challenges in sentiment analysis

SM Mohammad - A practical guide to sentiment analysis, 2017 - Springer
A vast majority of the work in Sentiment Analysis has been on developing more accurate
sentiment classifiers, usually involving supervised machine learning algorithms and a …

[HTML][HTML] A survey of sentiment analysis: Approaches, datasets, and future research

KL Tan, CP Lee, KM Lim - Applied Sciences, 2023 - mdpi.com
Sentiment analysis is a critical subfield of natural language processing that focuses on
categorizing text into three primary sentiments: positive, negative, and neutral. With the …

Sentiment analysis: A literature review

Z Nanli, Z Ping, LI Weiguo… - … on Management of …, 2012 - ieeexplore.ieee.org
Sentiment analysis has aroused the interest of many researchers in recent years, since
subjective texts are useful for many applications. In particular, sentiment analysis on online …