Text Mining at PeerJ

The process of deriving high-quality information from text.

Latest articles

Defect text recognition and condition assessment method of power equipment based on BERT-BiLSTM

Jian Shao, Xuan Li, Tongbao Liu, Hongzhong Chen, Tonglei Wang, Chao Wei

Real-time food allergen detection using OCR-enhanced machine learning techniques

Erol Kına

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From words to returns: sentiment analysis of Japanese 10-K reports using advanced large language models

Katsuhiko Okada, Moe Nakasuji, Yasutomo Tsukioka, Takahiro Yamasaki

DARUMA: a gateway to fast and easy prediction of intrinsically disordered regions

Itsuki Shimizu, Takuya Ida, Yuhei Ozawa, Satoshi Fukuchi, Hiroto Anbo

Widely read

Stock trend prediction using sentiment analysis

Qianyi Xiao, Baha Ihnaini

4,303 views · 527 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

Investigating toxicity changes of cross-community redditors from 2 billion posts and comments

Hind Almerekhi, Haewoon Kwak, Bernard J. Jansen

4,103 views · 213 downloads

Sentiment analysis of vegan related tweets using mutual information for feature selection

Elvina Shamoi, Akniyet Turdybay, Pakizar Shamoi, Iskander Akhmetov, Assel Jaxylykova, Alexandr Pak

3,424 views · 485 downloads

Fake news detection in Urdu language using machine learning

Muhammad Shoaib Farooq, Ansar Naseem, Furqan Rustam, Imran Ashraf

2,955 views · 420 downloads

Editors' picks

Systematic evaluation of ChatGPT performance in providing renewable energy information

Mohammed S. Ibrahim, Ahmed J. Aljaaf, Mohammed Al-khafajiy, Ahmed Adil Nafea, Nor Samsiah Sani

RefactorGPT: a ChatGPT-based multi-agent framework for automated code refactoring

Muhammed Abdulhamid Karabiyik

Recently cited

Evolving techniques in sentiment analysis: a comprehensive review

Mahander Kumar, Lal Khan, Hsien-Tsung Chang

15 citations · 1,176 views · 395 downloads

Sentiment analysis techniques, challenges, and opportunities: Urdu language-based analytical study

Muhammad Irzam Liaqat, Muhammad Awais Hassan, Muhammad Shoaib, Syed Khaldoon Khurshid, Mohamed A. Shamseldin

13 citations · 2,078 views · 436 downloads

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This Text Mining 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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