Development of supervisorship system with tracking progress and the use of artificial intelligence
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Date
2024
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
SDU University
Abstract
The Supervisorship service has been developed with the feature to match students to supervisors based on psychological perceptions through multidimensional analysis of matching algorithms and the feature to track students’ progress.
This study explores the utilization of four distinct algorithms for the purpose of student-supervisor matching. A comprehensive evaluation of these algorithms is conducted, encompassing a variety of metrics including preference satisfaction, workload balance, time and space complexities, minimum and maximum workload, and compatibility scores which this work introduced.
Description
Keywords
Supervisorship service, algorithms, K-Means, One-to-Many Gale-Shapley, PHD dissertation
Citation
Development of supervisorship system with tracking progress and the use of artificial intelligence / Serek Azamat / 8D06102 - Computer Science / Kaskelen, 2024