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Sentiment Analysis at PeerJ

The use of natural language processing to systematically identify, extract, quantify, and study objective/subjective information.

Latest articles

A method for semantic textual similarity on long texts
Omar Zatarain, Juan Carlos González-Castolo, Silvia Ramos-Cabral
Sales forecasting for retail stores using hybrid neural networks and sales-affecting variables
Saad Mansur, Kashif Sattar, Seyed Ebrahim Hosseini, Shahbaz Pervez, Iftikhar Ahmad, Kashif Saleem, Ahmed Zohier Elhendi
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A social information sensitive model for conversational recommender systems
Abdulaziz Mohammed, Mingwei Zhang, Gehad Abdullah Amran, Husam M. Alawadh, Ruizhe Wang, Amerah Alabrah, Ali A. Al-Bakhrani
Assessing BERT-based models for Arabic and low-resource languages in crime text classification
Njood K. Al-harbi, Manal Alghieth

Widely read

Deep learning for aspect-based sentiment analysis: a review
Linan Zhu, Minhao Xu, Yinwei Bao, Yifei Xu, Xiangjie Kong
4,452 views · 687 downloads
Stock trend prediction using sentiment analysis
Qianyi Xiao, Baha Ihnaini
4,303 views · 527 downloads
Prediction of stock price direction using the LASSO-LSTM model combines technical indicators and financial sentiment analysis
Junwen Yang, Yunmin Wang, Xiang Li
4,208 views · 613 downloads
Stock price movement prediction based on Stocktwits investor sentiment using FinBERT and ensemble SVM
Jin-Xian Liu, Jenq-Shiou Leu, Stefan Holst
4,191 views · 518 downloads
Understanding hate speech: the HateInsights dataset and model interpretability
Muhammad Umair Arshad, Waseem Shahzad
3,997 views · 88 downloads

Editors' picks

19 September 2025
A method for semantic textual similarity on long texts
Omar Zatarain, Juan Carlos González-Castolo, Silvia Ramos-Cabral
Sales forecasting for retail stores using hybrid neural networks and sales-affecting variables
Saad Mansur, Kashif Sattar, Seyed Ebrahim Hosseini, Shahbaz Pervez, Iftikhar Ahmad, Kashif Saleem, Ahmed Zohier Elhendi

Recently cited

A comprehensive review of deep learning in EEG-based emotion recognition: classifications, trends, and practical implications
Weizhi Ma, Yujia Zheng, Tianhao Li, Zhengping Li, Ying Li, Lijun Wang
28 citations · 2,270 views · 405 downloads
Prediction of stock price direction using the LASSO-LSTM model combines technical indicators and financial sentiment analysis
Junwen Yang, Yunmin Wang, Xiang Li
23 citations · 4,208 views · 613 downloads
About this subject overlay

This Sentiment Analysis Overlay is a subset of the peer-reviewed articles found in PeerJ Computer Science .

Subject pages or "Overlays" are like filtered subject journals helping you discover your community within the wider multi-disciplinary PeerJ venues.

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International Conference on Machine Learning and Intelligent Systems (MLIS)
Revolutionizing Healthcare: The Role of AI and Machine Learning
Artificial Intelligence for Mental Health: Advancements, Challenges, and Ethical Implications
Decision Making in Complex Systems: The Theoretical Basis
Decision Making in Complex Systems: Intelligent Computing
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