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Title: :  SURVEY ON STUDYMATE PLATFORM FOR STUDENTS USING GALE SHAPLEY ALGORITHM
PaperId: :  26169
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 2 2025
DUI:    16.0415/IJARIIE-26169
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Godwin K JHoly Grace Academy Of Engineering
Jixy E JHoly Grace Academy Of Engineering
Jeeva C VHoly Grace Academy Of Engineering
Steve JollyHoly Grace Academy Of Engineering

Abstract

Computer Engineering
Matching Algorithms, Gale-Shapley Algorithm, Stable Matching, Utility Theory, Preference Matching, Resource Allocation, System Design, Algorithm Comparison, Online Platforms, Educational Technology
Matching entities based on preferences and constraints is a fundamental challenge across diverse domains, including education, online marketplaces, healthcare, resource allocation, and secure communications. Traditional or simplistic approaches often prove inadequate, leading to instability, inefficiency, bias, or neglect of crucial stakeholder preferences. This compilation of research explores the development, application, and evaluation of advanced matching algorithms, with a prominent focus on the Gale-Shapley stable matching algorithm and its variants. Studies investigate adaptations for various contexts (e.g., one-to-many, single-list inputs, incorporating utility theory, AI-driven metrics, security requirements) and compare their performance against benchmarks like first-come-first-serve, random assignment, or other algorithms (e.g., K-Means). Results consistently demonstrate that principled matching algorithms, especially those guaranteeing stability like Gale-Shapley, significantly improve outcomes such as social welfare, user satisfaction, fairness, resource utilization, and system robustness, despite inherent complexities and context-specific trade-offs. These approaches provide robust frameworks for optimizing real-world allocation and pairing problems

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IJARIIE Godwin K J, Jixy E J, Jeeva C V, and Steve Jolly. "SURVEY ON STUDYMATE PLATFORM FOR STUDENTS USING GALE SHAPLEY ALGORITHM" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 2 2025 Page 1807-1815
MLA Godwin K J, Jixy E J, Jeeva C V, and Steve Jolly. "SURVEY ON STUDYMATE PLATFORM FOR STUDENTS USING GALE SHAPLEY ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education 11.2(2025) : 1807-1815.
APA Godwin K J, Jixy E J, Jeeva C V, & Steve Jolly. (2025). SURVEY ON STUDYMATE PLATFORM FOR STUDENTS USING GALE SHAPLEY ALGORITHM. International Journal Of Advance Research And Innovative Ideas In Education, 11(2), 1807-1815.
Chicago Godwin K J, Jixy E J, Jeeva C V, and Steve Jolly. "SURVEY ON STUDYMATE PLATFORM FOR STUDENTS USING GALE SHAPLEY ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 2 (2025) : 1807-1815.
Oxford Godwin K J, Jixy E J, Jeeva C V, and Steve Jolly. 'SURVEY ON STUDYMATE PLATFORM FOR STUDENTS USING GALE SHAPLEY ALGORITHM', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 2, 2025, p. 1807-1815. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/SURVEY_ON_STUDYMATE_PLATFORM_FOR_STUDENTS_USING_GALE_SHAPLEY_ALGORITHM_ijariie26169.pdf (Accessed : ).
Harvard Godwin K J, Jixy E J, Jeeva C V, and Steve Jolly. (2025) 'SURVEY ON STUDYMATE PLATFORM FOR STUDENTS USING GALE SHAPLEY ALGORITHM', International Journal Of Advance Research And Innovative Ideas In Education, 11(2), pp. 1807-1815IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/SURVEY_ON_STUDYMATE_PLATFORM_FOR_STUDENTS_USING_GALE_SHAPLEY_ALGORITHM_ijariie26169.pdf (Accessed : )
IEEE Godwin K J, Jixy E J, Jeeva C V, and Steve Jolly, "SURVEY ON STUDYMATE PLATFORM FOR STUDENTS USING GALE SHAPLEY ALGORITHM," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 2, pp. 1807-1815, Mar-App 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/SURVEY_ON_STUDYMATE_PLATFORM_FOR_STUDENTS_USING_GALE_SHAPLEY_ALGORITHM_ijariie26169.pdf [Accessed : ].
Turabian Godwin K J, Jixy E J, Jeeva C V, and Steve Jolly. "SURVEY ON STUDYMATE PLATFORM FOR STUDENTS USING GALE SHAPLEY ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 2 ().
Vancouver Godwin K J, Jixy E J, Jeeva C V, and Steve Jolly. SURVEY ON STUDYMATE PLATFORM FOR STUDENTS USING GALE SHAPLEY ALGORITHM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(2) : 1807-1815. Available from: https://ijariie.com/AdminUploadPdf/SURVEY_ON_STUDYMATE_PLATFORM_FOR_STUDENTS_USING_GALE_SHAPLEY_ALGORITHM_ijariie26169.pdf
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