A cnn-based framework for predicting public emotion and multi-level behaviors based on network public opinion

HIGHLIGHTS

  • who: Hangfeng Lin from the National University of Defense Technology, China have published the research: A CNN-Based Framework for Predicting Public Emotion and Multi-Level Behaviors Based on Network Public Opinion, in the Journal: (JOURNAL)
  • what: Based on the advantages of TF-IDF mechanism, the authors propose a TF-IDF-COR mechanism, Frontiers in Psychology | www.frontiersin.org which integrates the coefficients of word embeddings to TFIDF. In the experiment, the authors compare the proposed COR-CNN with SVM, KNN (K-Nearest Neighbor) and CNN models in terms of accuracy, recall and F1 score . . .

     

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