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FUZZY FORMALIZATION AND AUTOMATION OF THE PROCESS OF SPECIAL ACADEMIC SCHOLARSHIP DISTRIBUTION IN HIGHER EDUCATIONAL INSTITUTIONS

机译:高校特殊学术奖学金分配过程的模糊形式化与自动化

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The article deals with the vital task of efficient distribution of the scholarship fund during the formation of the budgetary policy at higher educational institutions of Ukraine. The practice of distribution of the scholarship fund of higher educational institutions is analyzed, the existing forms of awarding scholarships to Ukraine’s university students are described. The necessity of taking into account students’ educational and extracurricular achievements, as well as motivational educational factors, during assignment of scholarships was determined, while providing desubjectization of the process of awarding scholarships itself. An idea of the peculiarities of the scholarship fund distribution is represented on the example of the Donbass State Engineering Academy (DSEA). The process of making decisions on the appointment of special scholarships under the conditions of ambiguity of qualitative and quantitative evaluation criteria is considered. The formalization of the distribution process of academic scholarships using the fuzzy sets theory is given. Scholarships are presented in the form of alternative situations, each of which has its own rating value of a potential candidate for a scholarship. The factors influencing the choice of the candidate include academic progress, results of public and scientific activities. The linguistic variables defined on the five-level term-set are determined for each given factor. Trapezoidal membership functions are used for describing the linguistic variables. The results of approbation of the proposed methodology are represented on the example of Intelligent decision support systems department of the DSEA. The fuzzy classification of factors and the folding of the classification levels obtained into the general rating assessment of the candidates as an average weighted for all the indicators involved in the assessment and for all qualitative levels of these indicators were made. The list of candidates for receiving of scholarships according to the procedure proposed by the authors was formed as an example for the Intelligent decision support systems department of the DSEA. The machine-assisted realization of the methodology of special academic scholarships distribution was carried out in the form of a software modulus of the department web-system.
机译:本文涉及在乌克兰高等教育机构制定预算政策期间有效分配奖学金资金的重要任务。分析了高等学校奖学金分配的做法,介绍了向乌克兰大学生授予奖学金的现有形式。确定了奖学金分配过程中必须考虑学生的教育和课外成绩以及动机性教育因素,同时提供了授予奖学金过程本身的主题。顿巴斯州立工程学院(DSEA)的实例代表了奖学金分配的特殊性。考虑在定性和定量评估标准含混不清的条件下对特别奖学金的任命作出决定的过程。运用模糊集理论对学术奖学金的分配过程进行了形式化。奖学金以替代情况的形式提出,每种情况都有其潜在奖学金申请者的等级值。影响候选人选择的因素包括学业进步,公共和科学活动的结果。针对每个给定因素确定在五级术语集上定义的语言变量。梯形隶属度函数用于描述语言变量。在DSEA的智能决策支持系统部门的示例中表示了所建议方法的批准结果。对候选人的一般评级评估中得出的因素进行了模糊分类,并对分类水平进行了折衷,作为评估中涉及的所有指标和这些指标所有定性水平的平均权重。根据作者提出的程序,制定了奖学金获得者名单,以DSEA的智能决策支持系统部门为例。特殊学术奖学金分配方法的机器辅助实现是以部门网络系统的软件模数形式进行的。

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