Efficient Classification of Text and Improving Learning Experience

Ms.RajaSaranya Kumari; RajaSaranyaKumari; Ms. R. Divyalakshmi; Ms. R. Monica; Ms. B. Monisha

CALL FOR PAPERS : Dec-2023

Submission Last Date

25-Dec-23

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Efficient Classification of Text and Improving Learning Experience

Author(s):

Ms.RajaSaranya Kumari , Vel tech high tech Dr.RR Dr.SR Engineering College; RajaSaranyaKumari, Vel tech high tech Dr.RR Dr.SR Engineering College; Ms. R. Divyalakshmi, Vel tech high tech Dr.RR Dr.SR Engineering College; Ms. R. Monica, Vel tech high tech Dr.RR Dr.SR Engineering College; Ms. B. Monisha, Vel tech high tech Dr.RR Dr.SR Engineering College

Keywords:

Rocchio classifier, Education, Data mining, Text Mining

Abstract:

Assuring relevant features in texts cannot be guaranteed, earlier techniques also suffers from problems. In the existing system those are solved using new methods which recognizes, categorizes and updates. In proposed system, Student performance will be predicted using existing text mining approaches and additionally added approaches. Allocation of questions and the evaluation knowledge can be fed into the system and can be used in an effective way. According to the performance of the student, learning materials are provided using different approach and also facility for clarifying doubts can also be done, thereby making the students to improve the performance level of them and can also be able to understand the concepts in an easier way.