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Text Mining at PeerJ

The process of deriving high-quality information from text.

Latest articles

Automatic distractor generation in multiple-choice questions: a systematic literature review
Halim Wildan Awalurahman, Indra Budi
EAD: effortless anomalies detection, a deep learning based approach for detecting outliers in English textual data
Xiuzhe Wang
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Generative named entity recognition framework for Chinese legal domain
Xingliang Mao, Jie Jiang, Yongzhe Zeng, Yinan Peng, Shichao Zhang, Fangfang Li
A novel multi-model feature generation technique for suicide detection
Ting Ding, Tonghui Qu, Zongliang Zou, Cheng Ding

Widely read

Investigating toxicity changes of cross-community redditors from 2 billion posts and comments
Hind Almerekhi, Haewoon Kwak, Bernard J. Jansen
3,250 views · 185 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
2,759 views · 425 downloads
Stock price movement prediction based on Stocktwits investor sentiment using FinBERT and ensemble SVM
Jin-Xian Liu, Jenq-Shiou Leu, Stefan Holst
2,630 views · 374 downloads
Stock trend prediction using sentiment analysis
Qianyi Xiao, Baha Ihnaini
2,665 views · 323 downloads
The prediction of collective Economic development based on the PSO-LSTM model in smart agriculture
Chunwu Zheng, Huwei Li
2,812 views · 41 downloads

Editors' picks

Generative named entity recognition framework for Chinese legal domain
Xingliang Mao, Jie Jiang, Yongzhe Zeng, Yinan Peng, Shichao Zhang, Fangfang Li
Closed-domain event extraction for hard news event monitoring: a systematic study
David Dukić, Filip Karlo Došilović, Domagoj Pluščec, Jan Šnajder

Recently cited

Stock trend prediction using sentiment analysis
Qianyi Xiao, Baha Ihnaini
15 citations · 2,665 views · 323 downloads
Integrating multi-criteria decision-making with hybrid deep learning for sentiment analysis in recommender systems
Swathi Angamuthu, Pavel Trojovský
6 citations · 1,239 views · 91 downloads
About this subject overlay

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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Collections

International Conference on Machine Learning and Intelligent Systems (MLIS)
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
Analysis and Mining of Social Media Data
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