06-10-2016, 01:05 PM
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Abstract —Calculating the percentage of severity of counseling needed to the students in college, the percentage of severity of conducting counseling to the students can be found. based on that the priority of giving counseling to the students will be increased. for calculating the severity for attending counseling based on the problems the students facing and also the vulnerability caused by the problems to students’ academic life. We are using ID3 algorithm for predicting the overall problem occurrence throughout the college. With those results necessary activities can be taken by the institution.
I. INTRODUCTION
Counseling Given by the counseling department in colleges are normally face to face counseling those details are not tracked and the solutions given to those students are also not monitored. In order to find the problems which occurs among the students commonly and how frequent those problems arise. An automated system should be used in order to monitor, track, save all those detailsand also to prioritize the counseling process. Our system resolves the problems and drawbacks of existing system and helps in making an advantage to monitor, track the counseling process. Our system uses data mining technologies to formulate the severity of counseling needed for the students.Data Mining is a new terminology used in IT field to find some interesting information from a large database. It is a high-level application technique used to present and analyze data for decision-makers. Now-a- days, people are going for this new technique to retrieve data from their databases. It is because the volume of their databases has become larger and larger very day. Normally, query tools are used to retrieve data from the database. But, if the database is larger, then it is difficult to retrieve data in an effective way using query tools. Using data mining techniques, the relevant information can be extracted in an effective manner. It is applied only on specific records or historical data in the database and retrieves some interesting or hidden information from the database. Predicting the student’s psychology is the primary goal. Many studies have been made by a large number of scientists to explore the prediction of their research. One best solution is predicting the results based on the data source by applying some data mining techniques.