International Journal of Advanced Innovative Technology in Engineering (IJAITE)

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Personality Prediction System using Machine Learning Approach

Mayur Dnyaneshwar Nandeshwar, Ashish Ramdas Umredkar, Siddhesh Avinash Upadhye, Karan Wasudeo Ghormare, Prof. Milind Thote

Abstract :

Personality Prediction is a system which can be used by company to find right candidate with best personality for their organization. Admin can easily shortlist right candidate based on their personality scores. We are using Natural Language Processing which enables machine to become more like a human. The system built in this project predicts personality of peoples by using their gender, age, score openness, extraversion, Agreeableness, neuroticism and experience. We are fetching data from resumes. This system uses logistic regression for training the model and pyreparser module for parsing the information from resume which is built using nltk and spacy module in python. This paper helps to right the personality test and check the personality of the person. From the personality classification person can view the type of personality and can improve personality based upon the result.

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