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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

Multi-modal sentiment analysis framework for Urdu language opinion videos
Ghulam-Rabbani Butt, Huma Qayyum, Muhammad Majid, Ikram Syed, Syed Sajid Ullah
From words to returns: sentiment analysis of Japanese 10-K reports using advanced large language models
Katsuhiko Okada, Moe Nakasuji, Yasutomo Tsukioka, Takahiro Yamasaki
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Advancing opinion mining with optimised explicit feature extraction in customer reviews
Rajeswary Santhiran, Kasturi Dewi Varathan, Yin Kia Chiam
Enhancing speech emotion recognition through parallel CNNs with transformer encoder and co-attention
Ahlam Hashem, Muhammad Arif, Manal Alghamdi, Mohammed A. Al Ghamdi, Sultan H. Almotiri

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

Enhancing speech emotion recognition through parallel CNNs with transformer encoder and co-attention
Ahlam Hashem, Muhammad Arif, Manal Alghamdi, Mohammed A. Al Ghamdi, Sultan H. Almotiri
RefactorGPT: a ChatGPT-based multi-agent framework for automated code refactoring
Muhammed Abdulhamid Karabiyik

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
36 citations · 2,270 views · 405 downloads
Evolving techniques in sentiment analysis: a comprehensive review
Mahander Kumar, Lal Khan, Hsien-Tsung Chang
13 citations · 1,176 views · 395 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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