Journal of Jishou University(Natural Sciences Edition)

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Application of Artificial Neural Network in Information Filtering

WU Yifan,ZHU Longjiao,SHI Junping   

  1. (College of Information Science and Engineering,Jishou University,Jishou 416000,Hunan China)
  • Online:2019-05-25 Published:2019-06-04


By analyzing the characteristics of TextCNN,TextRNN and other models,a text classification model combining convolutional neural network and recurrent neural network is realized.The model is tested on the "SMS Spam Collection v.1" dataset and  evaluated by AUC and Precision.The result shows that the model has good robustness and can accurately identify spam.

Key words: convolutional neural network, recurrent neural network, text classification, information filtering

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