Andrii Kopp, Mykyta Parashchych, Herman Zvertsev, Yevhen Motalyhin, Anna Strelnikova
{"title":"APPROACH TO THE IMPLEMENTATION OF A COMPETENCY-BASED APPROACH IN THE LEARNING MANAGEMENT SYSTEM","authors":"Andrii Kopp, Mykyta Parashchych, Herman Zvertsev, Yevhen Motalyhin, Anna Strelnikova","doi":"10.18372/2410-7840.25.17595","DOIUrl":null,"url":null,"abstract":"This paper solves the urgent problem of improving the tracking of the process of acquiring competencies by students through the means of analyzing the learning management system data and visualizing the results of the learning process. The object of the study is to track the process of acquiring competencies by students. The subject of the study includes software components for the implementation of a competency-based approach in the learning management system. The purpose of the study is to improve the tracking of the process of acquiring competencies by students by analyzing the data of the Learning Management System (LMS) and visualizing the results of the learning process. Thus, to achieve this goal, we analyzed the technologies for processing learning data from LMS, analyzed the features of modeling the learning process based on Petri nets and BPMN (Business Process Model and Notation), determined a data structure, and proposed an algorithm for building a model and visualizing the learning process data. The developed software components allow processing of learning process data from LMS, building models and visualizations of learning process data, saving the results to data warehouses, depicting the learning process model, and visualizing learning process data for further analytical processing.","PeriodicalId":487611,"journal":{"name":"Ukrainian Information Security Research Journal","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ukrainian Information Security Research Journal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.18372/2410-7840.25.17595","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This paper solves the urgent problem of improving the tracking of the process of acquiring competencies by students through the means of analyzing the learning management system data and visualizing the results of the learning process. The object of the study is to track the process of acquiring competencies by students. The subject of the study includes software components for the implementation of a competency-based approach in the learning management system. The purpose of the study is to improve the tracking of the process of acquiring competencies by students by analyzing the data of the Learning Management System (LMS) and visualizing the results of the learning process. Thus, to achieve this goal, we analyzed the technologies for processing learning data from LMS, analyzed the features of modeling the learning process based on Petri nets and BPMN (Business Process Model and Notation), determined a data structure, and proposed an algorithm for building a model and visualizing the learning process data. The developed software components allow processing of learning process data from LMS, building models and visualizations of learning process data, saving the results to data warehouses, depicting the learning process model, and visualizing learning process data for further analytical processing.
本文通过对学习管理系统数据的分析和学习过程结果的可视化,解决了改进学生能力获取过程跟踪的迫切问题。本研究的目的是追踪学生习得能力的过程。本研究的主题包括在学习管理系统中实施基于能力的方法的软件组件。本研究的目的是通过分析学习管理系统(LMS)的数据,并将学习过程的结果可视化,以改善对学生获得能力过程的跟踪。因此,为了实现这一目标,我们分析了LMS学习数据的处理技术,分析了基于Petri网和BPMN (Business process Model and Notation)的学习过程建模的特点,确定了数据结构,并提出了一种构建模型和可视化学习过程数据的算法。所开发的软件组件允许处理来自LMS的学习过程数据,构建学习过程数据的模型和可视化,将结果保存到数据仓库,描述学习过程模型,并将学习过程数据可视化以供进一步分析处理。