Online voluntary mentoring: Optimising the assignment of students and mentors

被引:2
|
作者
Biro, Peter [1 ,2 ]
Gyetvai, Marton [1 ]
机构
[1] CERS, Inst Econ, Toth Kalman U 4, H-1097 Budapest, Hungary
[2] Corvinus Univ Budapest, Fovam Ter 8, H-1093 Budapest, Hungary
基金
匈牙利科学研究基金会;
关键词
Assignment; Resource allocation; Matching under preferences; Integer programming; Computational simulation; COLLEGE ADMISSIONS; EQUILIBRIUM;
D O I
10.1016/j.ejor.2022.08.008
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
After the closure of the schools in Hungary from March 2020 due to the pandemic, many students were left at home with no or not enough parental help for studying, and in the meantime some people had more free time and willingness to help others in need during the lockdown. In this paper we describe the optimisation aspects of a joint NGO project for allocating voluntary mentors to students using a webbased coordination mechanism. The goal of the project has been to form optimal pairs and study groups by taking into account the preferences and the constraints of the participants. In this paper, we present the optimisation concept and the integer programming techniques used for solving the allocation problems. Furthermore, we conducted computational simulations on real and generated data to evaluate the performance of this dynamic matching scheme under different parameter settings.(c) 2022 The Author(s). Published by Elsevier B.V. ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )
引用
收藏
页码:392 / 405
页数:14
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