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Performance Prediction In Educational Data Mining using Neural Network

Shankar G. Mundhe1 , Shital Y. Gaikwad2

Section:Research Paper, Product Type: Journal Paper
Volume-7 , Issue-6 , Page no. 761-764, Jun-2019

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v7i6.761764

Online published on Jun 30, 2019

Copyright © Shankar G. Mundhe, Shital Y. Gaikwad . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: Shankar G. Mundhe, Shital Y. Gaikwad, “Performance Prediction In Educational Data Mining using Neural Network,” International Journal of Computer Sciences and Engineering, Vol.7, Issue.6, pp.761-764, 2019.

MLA Style Citation: Shankar G. Mundhe, Shital Y. Gaikwad "Performance Prediction In Educational Data Mining using Neural Network." International Journal of Computer Sciences and Engineering 7.6 (2019): 761-764.

APA Style Citation: Shankar G. Mundhe, Shital Y. Gaikwad, (2019). Performance Prediction In Educational Data Mining using Neural Network. International Journal of Computer Sciences and Engineering, 7(6), 761-764.

BibTex Style Citation:
@article{Mundhe_2019,
author = {Shankar G. Mundhe, Shital Y. Gaikwad},
title = {Performance Prediction In Educational Data Mining using Neural Network},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {6 2019},
volume = {7},
Issue = {6},
month = {6},
year = {2019},
issn = {2347-2693},
pages = {761-764},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=4627},
doi = {https://doi.org/10.26438/ijcse/v7i6.761764}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v7i6.761764}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=4627
TI - Performance Prediction In Educational Data Mining using Neural Network
T2 - International Journal of Computer Sciences and Engineering
AU - Shankar G. Mundhe, Shital Y. Gaikwad
PY - 2019
DA - 2019/06/30
PB - IJCSE, Indore, INDIA
SP - 761-764
IS - 6
VL - 7
SN - 2347-2693
ER -

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Abstract

Educational system is facing the challenges to improve the quality of education and to make managerial decisions to achieve the quality. Student’s academic performance is the reflection of previous academic background. Performance prediction helps educational institute to support decision making procedures and to formulate better management plans. This performance record is important for the educational institution because they can learn from this to improve their quality by knowing the performance of the student. Educational data mining analyze these data and extract information from it. We can determine the status of student’s academic performance. For achieving this we can use techniques like decision tree, classification, data clustering and neural network and so on. In this paper, we will predict student’s semester wise performance.

Key-Words / Index Term

Educational Data Mining, Neural Network, Normalization, Knowledge Discovery in Databases, Prediction, Backpropagation algorithm

References

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