Proceedings of the International Conference on Artificial Intelligence and Machine Learning for Agro-Ecosystems (ICAIML-AE 2026)

International Conference on Artificial Intelligence and Machine Learning for Agro-Ecosystems (ICAIML-AE 2026)

πŸ“Pune, IndiaπŸ—“οΈ 2-3 July 2026

Design and Implementation of a Web Platform for Unified Outcome-Based Education Data Management

Authors
Aditya A. Dharmashale1, *, Prajakta Khaire1, Yash Parkhi1, Uzma Munshi1, Ashok Kalal1, Amit Kadam1, Akash Dodke1
1Department of Information Technology, Anantrao Pawar College of Engineering and Research, Pune, Maharashtra, India
*Corresponding author. Email: adharmashale@gmail.com
Corresponding Author
Aditya A. Dharmashale
Available Online 9 October 2026.
DOI
10.2991/978-94-6239-791-0_36How to use a DOI?
Keywords
Outcome-Based Education (OBE); Management; CO Attainment; Centralized; Web-system; Unified system
Abstract

Outcome-Based Education (OBE) has become core standard for modern education. Higher education institutions have slowly shifted from traditional content-based learning approach to which that is concentrated on student learning experience. OBE focuses on what students are expected to show at the end of a course and on completion of degree program. However, OBE in practical is still difficult to implement in many institutions due to heavy manual process, the use of spreadsheets for data management which scatters data across multiple files and also calculations are often repeated, causing inconsistencies and errors.

This paper presents a unified web-based framework for OBE management that supports a batch-centric academic model. The system enables structured definition of Program Outcomes (POs), Program Specific Outcomes (PSOs), Course Outcomes (COs), CO-PO/PSO mapping, direct and indirect assessment process and Final CO attainment calculation. Each course offering is treated as a batch, allowing semester-wise OBE activities while maintaining complete academic data over multiple years. Centralized storage of data supports long-term academic planning and data-driven decision making. The system provides role-based access for department heads and faculty, replacing scattered spreadsheet-based workflow with unified platform and reduce manual workload and calculation errors.

Copyright
Β© 2026 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the International Conference on Artificial Intelligence and Machine Learning for Agro-Ecosystems (ICAIML-AE 2026)
Series
Advances in Intelligent Systems Research
Publication Date
9 October 2026
ISBN
978-94-6239-791-0
ISSN
1951-6851
DOI
10.2991/978-94-6239-791-0_36How to use a DOI?
Copyright
Β© 2026 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

TY  - CONF
AU  - Aditya A. Dharmashale
AU  - Prajakta Khaire
AU  - Yash Parkhi
AU  - Uzma Munshi
AU  - Ashok Kalal
AU  - Amit Kadam
AU  - Akash Dodke
PY  - 2026
DA  - 2026/10/09
TI  - Design and Implementation of a Web Platform for Unified Outcome-Based Education Data Management
BT  - Proceedings of the International Conference on Artificial Intelligence and Machine Learning for Agro-Ecosystems (ICAIML-AE 2026)
PB  - Atlantis Press
SP  - 481
EP  - 494
SN  - 1951-6851
UR  - https://doi.org/10.2991/978-94-6239-791-0_36
DO  - 10.2991/978-94-6239-791-0_36
ID  - Dharmashale2026
ER  -