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Classification of Proactive Personality: Text Mining Based on Weibo Text and Short-answer Questions Text
2020
IEEE Access
This study focused on the topic of predicting "proactive personality". With 901 participants selected by cluster sampling method, targeted short-answer questions text and participants' social media post text (Weibo) were obtained while participants' labels of proactive personality were evaluated by experts. In order to make classification, five machine learning algorithms included Support Vector Machine (SVM), XGBoost, K-Nearest-Neighbors (KNN), Naive Bayes (NB) and Logistic Regression (LR)
doi:10.1109/access.2020.2995905
fatcat:uqd4sd5hkncmthkoplb63yrrfa