Method for analyzing academic emotions of Internet users based on Baidu Post Bar
A method for analyzing academic emotions of Internet users based on Baidu Post Bar includes the steps of performing data collection and extraction; collecting a theme post of Secondary School EntranceExam and College Entrance Examination Bar of Baidu Post Bar, and forming a data set; performing data...
Gespeichert in:
Hauptverfasser: | , , , , , , |
---|---|
Format: | Patent |
Sprache: | chi ; eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | A method for analyzing academic emotions of Internet users based on Baidu Post Bar includes the steps of performing data collection and extraction; collecting a theme post of Secondary School EntranceExam and College Entrance Examination Bar of Baidu Post Bar, and forming a data set; performing data preprocessing; first removing non-text information in the post content of the data set; performingChinese word segmentation, analyzing part of speech of words in post text, and removing relevant stop words; performing academic emotion classification; performing academic emotion labeling on the data set after data preprocessing according to 13 academic emotions, wherein the academic emotion labeling includes artificial labeling machine learning and machine labeling; and performing correlationand difference analysis on academic emotion classification results. According to the method, the academic emotion artificial classification and a machine learning method are adopted to perform emotionclassification on the data |
---|