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 …

Zero-shot emotion detection for semi-supervised sentiment analysis using sentence transformers and ensemble learning

SG Tesfagergish, J Kapočiūtė-Dzikienė… - Applied Sciences, 2022 - mdpi.com
We live in a digitized era where our daily life depends on using online resources.
Businesses consider the opinions of their customers, while people rely on the …

Evaluation of transformer models for financial targeted sentiment analysis in Spanish

R Pan, JA García-Díaz, F Garcia-Sanchez… - PeerJ Computer …, 2023 - peerj.com
Nowadays, financial data from social media plays an important role to predict the stock
market. However, the exponential growth of financial information and the different polarities …

Smart analysis of economics sentiment in Spanish based on linguistic features and transformers

JA García-Díaz, F García-Sánchez… - IEEE …, 2023 - ieeexplore.ieee.org
Texts related to economics and finances are characterized by the use of words and
expressions whose meaning (and the sentiments they convey) substantially depend on the …

[HTML][HTML] Sentiment analysis methods, applications, and challenges: A systematic literature review

Y Mao, Q Liu, Y Zhang - Journal of King Saud University-Computer and …, 2024 - Elsevier
With the expansion of Internet-based applications, the number of comments shows
explosive growth. Analyzing the attitudes and emotions behind comments provides powerful …

[HTML][HTML] The stories we tell ourselves: Local newspaper reporting and support for the radical right

B Jambrina-Canseco - Political geography, 2023 - Elsevier
Rising support for the radical right has become a hallmark of the current political landscape.
A lot of attention has been devoted to the reasons influencing individual voting decisions …

Analyzing Spanish-language public sentiment in the context of a pandemic and social unrest: The Panama case

F Arias, A Guerra-Adames, M Zambrano… - International Journal of …, 2022 - mdpi.com
Over the past decade, an increase in global connectivity and social media users has
changed the way in which opinions and sentiments are shared. Platforms such as Twitter …

Tinjauan Bibliometrik Terhadap Pemanfaatan Big Data, Analisis Sentimen, dan Kriptokurensi dalam Analisis Pajak

L Nurina, SH Hairuddin… - Sanskara Akuntansi …, 2023 - sj.eastasouth-institute.com
Tinjauan bibliometrik ini mengeksplorasi pemanfaatan Big Data, Analisis Sentimen, dan
Mata Uang Kripto dalam analisis pajak, memberikan analisis komprehensif tentang …

[HTML][HTML] Impact of the Covid-19 pandemic on teacher tweeting in Spain: needs, interests, and emotional implications

O Moreno-Fernández, A Gómez-Camacho - Educación XX1, 2023 - redalyc.org
The dissemination of Covid-19 imposed the confinement of a large part of the world's
population. For this reason, face-to-face classes in Spain were interrupted and did not …

Sentiment Analysis in Digital Spaces: An Overview of Reviews

LEM Ayravainen, J Hinds, BI Davidson - arXiv preprint arXiv:2310.19687, 2023 - arxiv.org
Sentiment analysis (SA) is commonly applied to digital textual data, revealing insight into
opinions and feelings. Many systematic reviews have summarized existing work, but often …