Survey on sentiment analysis: evolution of research methods and topics

J Cui, Z Wang, SB Ho, E Cambria - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis, one of the research hotspots in the natural language processing field,
has attracted the attention of researchers, and research papers on the field are increasingly …

[PDF][PDF] Sentibench-a benchmark comparison of state-of-the-practice sentiment analysis methods

FN Ribeiro, M Araújo, P Gonçalves… - EPJ Data Science, 2016 - Springer
In the last few years thousands of scientific papers have investigated sentiment analysis,
several startups that measure opinions on real data have emerged and a number of …

Exploring sentiment analysis techniques in natural language processing: A Comprehensive Review

KP Gunasekaran - arXiv preprint arXiv:2305.14842, 2023 - arxiv.org
Sentiment analysis (SA) is the automated process of detecting and understanding the
emotions conveyed through written text. Over the past decade, SA has gained significant …

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 …

Sentiment analysis: mining opinions, sentiments, and emotions

J Zhao, K Liu, L Xu - 2016 - direct.mit.edu
With the increasing development of Web 2.0, such as social media and online businesses,
the need for perception of opinions, attitudes, and emotions grows rapidly. Sentiment …

Sentiment lexicons and non-English languages: a survey

M Kaity, V Balakrishnan - Knowledge and Information Systems, 2020 - Springer
The ever-increasing number of Internet users and online services, such as Amazon, Twitter
and Facebook has rapidly motivated people to not just transact using the Internet but to also …

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 …

Beyond sentiment analysis: A review of recent trends in text based sentiment analysis and emotion detection

LP Hung, S Alias - Journal of Advanced Computational Intelligence …, 2023 - jstage.jst.go.jp
Sentiment Analysis is probably one of the best-known area in text mining. However, in
recent years, as big data rose in popularity more areas of text classification are being …

A structural topic modeling-based bibliometric study of sentiment analysis literature

X Chen, H Xie - Cognitive Computation, 2020 - Springer
Sentiment analysis is an increasingly evolving field of research in computer science. With
the considerable number of studies on innovative sentiment analysis available, it is worth …

A survey of cross-lingual sentiment analysis: Methodologies, models and evaluations

Y Xu, H Cao, W Du, W Wang - Data Science and Engineering, 2022 - Springer
Cross-lingual sentiment analysis (CLSA) leverages one or several source languages to help
the low-resource languages to perform sentiment analysis. Therefore, the problem of lack of …