Student Profile & Personality Prediction using Data Mining Algorithms

Nilesh M Patil; Akshat Gawankar; Avnish Kumar; Kunal Borge

Student Profile & Personality Prediction using Data Mining Algorithms

April 2017

Vol-3, Issue-2

Paper ID: 4681

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Information Technology

Keywords

Data mining Information Knowledge IQ Test Psychometric TEST

Abstract

Predicting student profile and personality is very much challenging due to a set of factors affecting the results. In a country like India, there is a lack of existing system that analysis and monitors the student profile and personality. Here the career choice options are generally suggested on the basis of his/her academics performance and social influence. To overcome this drawback of selection of profile we have come up with the solution which uses data mining algorithm which helps in predicting student profile. This paper also focuses on how prediction algorithm can be used to identify the most important attribute in student data.

License

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Author Information

#	Name	Institute / Affiliation
1	Nilesh M Patil	Rajiv Gandhi Institute Of Technology
2	Akshat Gawankar	Rajiv Gandhi Institute Of Technology
3	Avnish Kumar	Rajiv Gandhi Institute Of Technology
4	Kunal Borge	Rajiv Gandhi Institute Of Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

Patil, Nilesh M, Gawankar, Akshat, Kumar, Avnish, & Borge, Kunal (2017). Student Profile & Personality Prediction using Data Mining Algorithms. International Journal of Advance Research and Innovative Ideas In Education, 3(2), 4175-4179.

MLA Style

Patil, Nilesh M, et al. "Student Profile & Personality Prediction using Data Mining Algorithms." International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 2, 2017, pp. 4175-4179.

IEEE Style

Nilesh M Patil, Akshat Gawankar, Avnish Kumar, and Kunal Borge, "Student Profile & Personality Prediction using Data Mining Algorithms," International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 2, pp. 4175-4179, 2017.

Vancouver Style

Patil Nilesh M, Gawankar Akshat, Kumar Avnish, Borge Kunal. Student Profile & Personality Prediction using Data Mining Algorithms. International Journal of Advance Research and Innovative Ideas In Education. 2017;3(2):4175-4179.

Harvard Style

Patil, Nilesh M, Gawankar, Akshat, Kumar, Avnish, & Borge, Kunal (2017) 'Student Profile & Personality Prediction using Data Mining Algorithms', International Journal of Advance Research and Innovative Ideas In Education, 3(2), pp. 4175-4179.

Chicago Style

Patil, Nilesh M, et al. "Student Profile & Personality Prediction using Data Mining Algorithms." International Journal of Advance Research and Innovative Ideas In Education 3, no. 2 (2017): 4175-4179.

Turabian Style

Patil, Nilesh M, et al. "Student Profile & Personality Prediction using Data Mining Algorithms." International Journal of Advance Research and Innovative Ideas In Education 3, no. 2 (2017): 4175-4179.