Students Personality Assessment using Deep Learning from University Admission Statement of Purpose

Salma Kulsoom,Seemab Latif,Tanzila Saba,Rabia Latif

2022 7th International Conference on Data Science and Machine Learning Applications (CDMA)（2022）

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摘要

Statement of Purpose (SOP) plays a vital role in the university admissions process as reviewers assess the personality of the students by reading their SOPs. In past, the Big Five personality traits of the students are assessed to predict their future academic performance. An exciting application of machine learning is the personality assessment using personality traits and behavior. In this paper...

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关键词

Big Five Personality Traits,Long-Short Term Memory,Convolutional Neural Network,Deep Learning,Statement of Purpose

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