Data Mining Classification Techniques to Assign Individual Personality Type and Predict Job Profile
Mridul Sharma, Shruti Joshi, Soumya Sharma, Abhilasha Singh, Ritu Gupta · 2021
This paper proposes an advanced personality classification and professional profile prediction system. The system grasps from the personality patterns by using advanced data mining to mine user characteristics data. This E based on its past classifications from the data mining algorithms, and it classifies or predicts the user's personality. Several user characteristics and behaviors are analyzed by this system and based on the patterns observed, it stores its own user characteristics patterns which then are stored in a database. On the basis of personality data which was stored by classification of previous user data, the system predicts user personality. This can further be used for job prediction, subject selection, etc. This system is useful for hiring purposes of companies as well as for characterization of team members already working in a professional environment.