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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM40906

ELECTIVE RECOMMENDATION SYSTEM

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM40906

Volume:

9 |

1 |

Jan 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM40906

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

JJ

Josephine John

DRKR

D Rahul Kumar Reddy

JB

John Bennet

SHV

S Harsha Vardhan

PRP

P Rahul Prabhakar

UM

Udayagiri Munna

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Abstract

Our digital lives in the modern world are fueled by data. We use recommendation engines to help us choose which goods, services, and information to purchase, and they have become an integral part of our digital life. This paper has covered a lot of ground on the changing field of deep learning-based recommendation systems. The evaluation of recommendation systems, individualized recommendation methods, and the integration of several data sources are the primary areas of study. The ethical and privacy issues surrounding recommendation systems are also covered. A critical evaluation of the state of recommendation systems today has been provided in order to provide insightful information for future developments in this field.

KEYWORDS

Recommendation systems collaborative filtering elective course recommendation Singular Value Decomposition (SVD) personalized recommendations academic decision-making machine learning data integration ethical concerns performance evaluation RMSE MAE

Cite This Article

Josephine John, D Rahul Kumar Reddy, John Bennet, S Harsha Vardhan, P Rahul Prabhakar, Udayagiri Munna, "ELECTIVE RECOMMENDATION SYSTEM," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 1, Jan 2025. https://doi.org/10.55041/IJSREM40906

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Publication Date

1/19/2025

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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