Determination method for paper influence

The invention discloses a paper influence determination method, which comprises the following steps of: obtaining a full citation literature of a paper to be analyzed, performing data preprocessing on the full citation literature to obtain citation texts in the citation literature, and labeling part...

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Hauptverfasser: REN YANYU, LYU YAJING
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention discloses a paper influence determination method, which comprises the following steps of: obtaining a full citation literature of a paper to be analyzed, performing data preprocessing on the full citation literature to obtain citation texts in the citation literature, and labeling part of the citation texts to obtain a label category set of the citation texts; using the tag category set of the citation text obtained in the step 1 as a training set to train a first DeepMoji model, and using the trained first DeepMoji model to perform sentiment classification on the unlabeled citation text; obtaining a social media mention text of a to-be-analyzed paper, repeating the above steps to obtain a trained second DeepMoji model, and performing sentiment classification on the unlabeled social media mention text by using the second DeepMoji model; and calculating the influence index of the paper by giving different emotions in the quotation text and the social media mention text in a manner of different we