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

M Wankhade, ACS Rao, C Kulkarni - Artificial Intelligence Review, 2022 - Springer
… it covers the most frequently used techniques. Additionally, other surveys study sentiment
analysis from a particular task, … This study provides a comprehensive investigation of sentiment

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

M Birjali, M Kasri, A Beni-Hssane - Knowledge-Based Systems, 2021 - Elsevier
… researchers to extract and analyze public mood and views, … study of sentiment analysis
approaches, challenges, and trends, to give researchers a global survey on sentiment analysis

[HTML][HTML] A review on sentiment analysis and emotion detection from text

P Nandwani, R Verma - Social network analysis and mining, 2021 - Springer
… In some applications, sentiment analysis is insufficient and hence requires emotion …
This review paper provides understanding into levels of sentiment analysis, various emotion …

Sentiment analysis using deep learning architectures: a review

A Yadav, DK Vishwakarma - Artificial Intelligence Review, 2020 - Springer
… This paper provides a detailed survey of popular deep learning models that are increasingly
applied in sentiment analysis. We present a taxonomy of sentiment analysis and discuss the …

A survey on aspect-based sentiment analysis: Tasks, methods, and challenges

W Zhang, X Li, Y Deng, L Bing… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… , techniques for building more practical ABSA systems in cross-domain/lingual scenarios
are discussed. Finally, we review … Conventional sentiment analysis studies mainly perform …

[HTML][HTML] Sentiment analysis based on deep learning: A comparative study

NC Dang, MN Moreno-García, F De la Prieta - Electronics, 2020 - mdpi.com
… comparison of sentiment analysis methods in the literature, and an experimental study to
evaluate the performance of deep learning models and related techniques on datasets about …

[图书][B] Sentiment analysis: Mining opinions, sentiments, and emotions

B Liu - 2020 - books.google.com
… We study aspect-level sentiment analysis in Chapters 5 and 6. Note that in some applications,
the user may be interested in only opinions about entities. In that case, the system can just …

[图书][B] Sentiment analysis and opinion mining

B Liu - 2022 - books.google.com
… and survey text. It … analysis in general and sentiment analysis in particular. Lecturers can
readily use it in class for courses on natural language processing, social media analysis, text

Sentiment analysis for E-commerce product reviews in Chinese based on sentiment lexicon and deep learning

L Yang, Y Li, J Wang, RS Sherratt - IEEE access, 2020 - ieeexplore.ieee.org
… of text sentiment analysissentiment analysis models in the sentiment analysis field of
product reviews, this paper proposes a SLCABG model based on the advantages of the sentiment

Sentiment Analysis of COVID-19 tweets by Deep Learning Classifiers—A study to show how popularity is affecting accuracy in social media

K Chakraborty, S Bhatia, S Bhattacharyya, J Platos… - Applied Soft …, 2020 - Elsevier
… Section 2 provides a background of the work selected elucidating the basics of social media,
the motivation behind this work, a brief introduction on sentiment analysis and emotional …