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Text Mining at PeerJ

The process of deriving high-quality information from text.

Latest articles

Hierarchical multi-label classification model for science and technology news based on heterogeneous graph semantic enhancement
Quan Cheng, Jingyi Cheng, Jian Chen, Shaojun Liu
Generative named entity recognition framework for Chinese legal domain
Xingliang Mao, Jie Jiang, Yongzhe Zeng, Yinan Peng, Shichao Zhang, Fangfang Li
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Human–robot interaction: predicting research agenda by long short-term memory
Jon Borregan-Alvarado, Izaskun Alvarez-Meaza, Ernesto Cilleruelo-Carrasco, Rosa Maria Rio-Belver
Sequential lexicon enhanced bidirectional encoder representations from transformers: Chinese named entity recognition using sequential lexicon enhanced BERT
Xin Liu, Jiashan Zhao, Junping Yao, Hao Zheng, Zhong Wang

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
What issues are data scientists talking about? Identification of current data science issues using semantic content analysis of Q&A communities
Fatih Gurcan
10 citations · 1,154 views · 62 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)
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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