Vol-3 Issue-2 2017 IJARIIE-ISSN(O)-2395-4396 4681 www.ijariie.com 4175 Student Profile & Personality Prediction using Data Mining Algorithms Avnish Kumar 1 , Akshat Gawankar 2 , Kunal Borge 3 & Mr Nilesh M Patil 4 1 2 3 B.E IT Student, Information Technology, Rajiv Gandhi Institute of Technology, Mumbai, India 4 Assistant Professor, Information Technology, Rajiv Gandhi Institute of Technology, Maharashtra, India 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. Keyword : - Data mining, Information, Knowledge, IQ Test, psychometric TEST, 1. INTRODUCTION Data mining is simply study of data and analysis to identify hidden patterns, information and knowledge in a large data set. Data mining in educational database is useful in understanding previous unknown patterns and current performance of student that improves his/her performance in selection of career choices. Using data mining algorithms we can understand student’s academic growth and interest so that we can guide them in that particular field. Overall development of a student is based on his/her academic performance. The focus is on the student profile to communication with the test results in the context of the student's particular background, behaviors, and approach to the test items as the main goals. We want to create test that help us to identify with learning disabilities and then select the right career for those studies The main objective of this paper is to provide an overview on the data mining algorithm that are been used to predict student profile and personality. In this paper we focus on few attributes of the student and an online test result to predict student profile. In this way we can improve student’s career choices and achievement’s and success more effectively using data mining algorithms. The impacts are not only limited to student but also the parents, educators and academic institution can improve the existing education system. Student performance is very much essential in predicting profile and personality. 2. PROPOSED SYSTEM We are creating an online survey system that will help students to make career choices and understand their personality traits. The profile prediction is based on IQ test and logical score. In our society intelligence is highly appreciated. If you have a high IQ, you have a better chance of being successful at school and professionally. For prediction of personality, psychometric questions are required. For that we will use psychometric Test. Student will login/register into his account, there will be two test set. Based on IQ test, profile will be predicted. Intelligence is made up of the skills of logical reasoning, problem solving, critical thinking, and adaptation.IQ tests in general consist of Verbal and Performance sections. In each subtest of the Verbal scale, specific areas such as, verbal fluency, vocabulary, expressive language and memory skills are put to test, while in the Performance scale, visual- spatial abilities, numerical abilities, fine motor coordination, perceptual skills, inductive reasoning, rational logic and in some also speed, are essential for scoring.