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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM51339

ClassSphere: An Interdisciplinary College Ecosystem Platform

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM51339

Volume:

9 |

7 |

Jul 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

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Not assigned

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

NPT

Ningaraj P Totagi1

SP

Suhas Peri1

ARS

Anirudh R Sharma1

AGU

Ashishkumar G Uppin1

KS

Karthik S1

L

Lingaraj1

PN

Prof.P Narashimaraja

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Abstract

In the rapidly advancing field of educational technology, academic institutions face persistent challenges in streamlining attendance tracking, automating assessments, and maintaining academic integrity due to manual processes and fragmented tools. This paper presents a modular college management system that integrates a portable ESP32 based biometric attendance device and intelligent software modules- including an AI-powered question paper generator, interactive quizzes, and a computer vision-based online proctoring system- within a secure, scalable microservices architecture built on Django, Flask, Node.js, and React. Real-world deployments demonstrated the system’s effectiveness, with the biometric device achieving over 98% fingerprint recognition accuracy, the AI question paper generator producing 95% faculty- accepted questions, and the online proctoring module detecting 97% of simulated suspicious behaviors. User satisfaction was high, with 92% of administrators, 89% of faculty, and 94% of students rating the system as easy to use and effective, as summarized in Table 1.1. These results confirm that the platform significantly reduces administrative workload, improves data accuracy, and provides a robust, scalable solution for digitally enabled institutions.

KEYWORDS

Attendance tracking biometric authentication embedded hardware ESP32 fingerprint sensor question paper generation artificial intelligence online proctoring real-time feedback academic integrity educational system.

Cite This Article

Ningaraj P Totagi1, Suhas Peri1, Anirudh R Sharma1, Ashishkumar G Uppin1, Karthik S1, Lingaraj1, Prof.P Narashimaraja, "ClassSphere: An Interdisciplinary College Ecosystem Platform," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 7, Jul 2025.

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11/6/2025

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Review Rounds: 2

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

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