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    • UNIR REVISTAS
    • Revista IJIMAI
    • 2014
    • vol. 2, nº 7, september 2014
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    • UNIR REVISTAS
    • Revista IJIMAI
    • 2014
    • vol. 2, nº 7, september 2014
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    Personality and Education Mining based Job Advisory System

    Autor: 
    Choudhary, Rajendra S.
    Kukreja, Rajul
    Jain, Nitika
    Jain, Shikha
    Fecha: 
    09/2014
    Palabra clave: 
    E-job; education; job recommendation systems; personality detection; IJIMAI
    Tipo de Ítem: 
    article
    URI: 
    https://reunir.unir.net/handle/123456789/9799
    DOI: 
    http://dx.doi.org/10.9781/ijimai.2014.274
    Dirección web: 
    https://www.ijimai.org/journal/node/673
    Open Access
    Resumen:
    Every job demands an employee with some specific qualities in addition to the basic educational qualification. For example, an introvert person cannot be a good leader despite of a very good academic qualification. Thinking and logical ability is required for a person to be a successful software engineer. So, the aim of this paper is to present a novel approach for advising an ideal job to the job seeker while considering his personality trait and educational qualification both. Very well-known theories of personality like MBTI indicator and OCEAN theory, are used for personality mining. For education mining, score based system is used. The score based system captures the information from attributes like most scoring subject, dream job etc. After personality mining, the resultant values are coalesced with the information extracted from education mining. And finally, the most suited jobs, in terms of personality and educational qualification are recommended to the job seekers. The experiment is conducted on the students who have earned an engineering degree in the field of computer science, information technology and electronics. Nevertheless, the same architecture can easily be extended to other educational degrees also. To the best of the author’s knowledge, this is a first e-job advisory system that recommends the job best suited as per one’s personality using MBTI and OCEAN theory both.
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