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The role of nature-conformity presentation of data in the creation of an information system for the management of science and education 在科学和教育管理信息系统的创建中,数据的自然一致性表示的作用
Pub Date : 2017-11-15 DOI: 10.21686/1818-4243-2017-5-90-96
S. Saltykov, E. Rusyaeva
The role of nature-conformity in the expansion interpretation for the presentation of open data in the creation of an information system for the management of science and education is determined. The principle of nature-conformity in our definition is represented as the genesis and development of systems according to their own internal (immanent, natural and / or cultural) and external - the surrounding socio-cultural and natural-biological nature. In this context, the novelty of the research is to develop such an important parameter for the modern era in the creation of information systems as the open data presentation. The unique character of the paper is also in the development of technical requirements, and in exploring the possibility of filling the information management system of science and education developed with open data.  The article outlines the prospects for the practical use of the information system for the management of science and education. It is emphasized that due to the use of open data it will be possible to integrate all the developed models, tools, principles and create a modern Russian information management system for science and education in accordance with the principle of prudence of forming systems. The following issues were developed in the research: a structural and semantic analysis of the concept of «open data» was carried out; examples of successful work with open data are presented to the discussion by various organizations - state, commercial, banking, etc.;an analysis of some provisions of the state strategy of scientific and technical development of Russia is made; requirements are created for the information system of expert-textual analysis of scientific and educational research. The conducted research has showed that the role of nature-conformity in the presentation of open data in the creation of such an information management system is great and continues to grow in connection with the development of Internet technologies. This corresponds to the realities of the present and reflects development prospects, leading trends.
在科学和教育管理信息系统的创建中,自然一致性在开放数据呈现的扩展解释中的作用是确定的。在我们的定义中,自然一致性原则被表示为系统根据其自身内部(内在的、自然的和/或文化的)和外部(周围的社会文化和自然生物的性质)的起源和发展。在这种背景下,该研究的新颖之处在于为现代信息系统的创建开发这样一个重要的参数,即开放数据表示。本文的独特之处还在于对技术要求的开发,以及对利用开放数据开发的科教信息管理系统的可能性的探索。文章概述了信息系统在科教管理中的实际应用前景。它强调,由于使用开放数据,将有可能整合所有已开发的模型,工具和原则,并根据审慎形成系统的原则创建现代俄罗斯科学和教育信息管理系统。研究中提出了以下问题:对“开放数据”概念进行了结构和语义分析;介绍了开放数据工作的成功案例,供国家、商业、银行等组织讨论;分析了俄罗斯国家科技发展战略的一些规定;对科教研究的专家文本分析信息系统提出了要求。所进行的研究表明,在创建这样一个信息管理系统时,自然一致性在展示开放数据方面的作用是巨大的,并且随着互联网技术的发展而继续增长。这符合当前的现实,反映了发展前景和主导趋势。
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引用次数: 0
Некоторые замечания об оценке знаний студентов университетов 关于大学生知识评估的一些评论
Pub Date : 2017-09-04 DOI: 10.21686/1818-4243-2017-4-66-72
Darya I. Yareshchenko
This article is devoted to the study and modeling of the process of acquiring knowledge by students at the University. The main task of the work is the construction process of acquiring knowledge by a student and its analysis to determine an individual approach to the student. This paper considers the simplest case of the construction of the process of knowledge acquisition by students, which leads to the initial description of the process of knowledge acquisition. The description of the process of acquiring knowledge and the control scheme of its variables are considered. The initial data for the task will be the results of student surveys, conducted throughout the semester in some groups. The training sample was obtained as a result of such surveys for each student. This sample was used to construct a model for obtaining knowledge by the student. From a mathematical point of view, such a problem is close to the task of reconstructing a function from observations. Two approaches exist for solving this problem: parametric and nonparametric. The parametric approach consists in choosing the form of the function up to a vector of parameters and the subsequent evaluation of these coefficients by a training sample. Thus, a certain equation will correspond to each student of the group and equation will differ from others by its coefficients. A nonparametric approach does not require preliminary parametrization of the model, and needs only some qualitative properties of the latter. This follows from the fact that nonparametric approximations belong to the class of local. Therefore, each student at the end of the experiment will have his curve of the process of acquiring knowledge, and accordingly his own equation of the educational process (a kind of a “visiting card” at the moment). Of course, the learning process for each student will be different, despite the fact that studying a new discipline starts at the same time. So, more diligent and interested in teaching students start studying the material as it is received, while others stretch the process until the end of the semester. The paper compares and analyzes of the process of acquiring knowledge for students of different levels (successful, intermediate and unsuccessful level of students’ knowledge). Thus, in the analysis process of the student “visiting card” we can see as students acquire the knowledge. In this article the modeling of the process of knowledge acquisition among students at the University is considered from a general point of view. Of course, it is important to develop education indicators, their analysis and evaluation. These sets of indicators help us to see how students study at Universities, and possibly find weaknesses, gaps in knowledge that need to be corrected. Also analyzing the similar “visiting card” of a student, the lecturer can correct your individual approach to his learning.
本文致力于对该大学学生获取知识的过程进行研究和建模。这项工作的主要任务是学生获取知识的构建过程及其分析,以确定对学生的个人方法。本文考虑了学生知识获取过程的最简单的构建案例,从而对知识获取过程进行了初步描述。考虑了知识获取过程的描述及其变量的控制方案。该任务的初始数据将是学生调查的结果,这些调查在整个学期中以一些小组的形式进行。培训样本是对每个学生进行此类调查的结果。该样本用于构建学生获取知识的模型。从数学的角度来看,这样的问题接近于从观测中重建函数的任务。解决这个问题有两种方法:参数方法和非参数方法。参数方法包括选择直到参数向量的函数形式,以及随后通过训练样本对这些系数进行评估。因此,某个方程将对应于该组的每个学生,并且该方程与其他方程的系数不同。非参数方法不需要对模型进行初步参数化,只需要后者的一些定性性质。这源于非参数近似属于局部类的事实。因此,每个学生在实验结束时都会有自己的知识获取过程曲线,以及相应的教育过程方程(目前是一种“名片”)。当然,每个学生的学习过程都是不同的,尽管学习一门新学科是在同一时间开始的。因此,更勤奋、更感兴趣的学生在收到材料时就开始学习,而其他人则将学习过程延长到学期末。本文比较分析了不同层次(成功、中等和不成功三个层次)学生的知识获取过程。因此,在对学生“名片”的分析过程中,我们可以看到学生对知识的获取。在本文中,从一般的角度考虑了大学学生知识获取过程的建模。当然,制定教育指标及其分析和评估也很重要。这些指标有助于我们了解学生在大学的学习情况,并可能发现需要纠正的弱点和知识差距。通过分析学生的类似“名片”,讲师可以纠正你的个人学习方法。
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引用次数: 1
Разработка учебной методологии управления архитектурой предприятия 企业体系结构管理培训方法的开发
Pub Date : 2017-09-04 DOI: 10.21686/1818-4243-2017-4-84-92
Дмитрий Вячеславович Кудрявцев, Евгений Петрович Зараменских, Максим Юрьвеич Арзуманян
Enterprise architecture is considered as a certain object of management, providing in business a general view of the enterprise and the mutual alignment of parts of this enterprise into a single whole, and as the discipline that arose based on this object. The architectural approach to the modeling and design of the enterprise originally arose in the field of information technology and was used to design information systems and technical infrastructure, as well as formalize business requirements. Since the early 2000’s enterprise architecture is increasingly used in organizational development and business transformation projects, especially if information technologies are involved. Enterprise architecture allows describing, analyzing and designing the company from the point of view of its structure, functioning and goal setting (motivation). In the context of this approach, the enterprise is viewed as a system of services, processes, goals and performance indicators, organizational units, information systems, data, technical facilities, etc. Enterprise architecture implements the idea of a systematic approach to managing and changing organizations in the digital economy where business is strongly dependent on information technologies. This increases the relevance of the suggested approach at the present time, when companies need to create and successfully implement a digital business strategy. Teaching enterprise architecture in higher educational institutions is a difficult task due to the interdisciplinary of this subject, its generalized nature and close connection with practical experience. In addition, modern enterprise architecture management methodologies are complex for students and contain many details that are relevant for individual situations. The paper proposes a simplified methodology for enterprise architecture management, which on the one hand will be comprehensible to students, and on the other hand, it will allow students to apply the main methods and technologies of the enterprise architecture in practice. The requirements for the simplified methodology were defined. These requirements were taken into account during methodology development and can be used when applying the methodology – it will be possible to understand the goals that can be achieved with its help, the assumptions made and the existing limitations. The proposed methodology defines the layers, aspects and objects of the enterprise architecture, describes the tasks of managing enterprise architecture and the artifacts created (lists, matrices, diagrams). The proposed methodology can be used to conduct training projects in which methods and tools of enterprise architecture management are used to optimize the company’s work based on the capabilities of information technology. Such projects will help not only to develop students’ skills, but also to establish a dialogue between universities and industry – the provider of problems and tasks for solving within student
企业架构被认为是一个特定的管理对象,在业务中提供企业的总体视图,并将企业的各个部分相互整合为一个整体,并作为基于该对象产生的学科。企业建模和设计的体系结构方法最初出现在信息技术领域,用于设计信息系统和技术基础设施,以及形式化业务需求。自2000年初以来,企业架构越来越多地用于组织开发和业务转型项目,尤其是在涉及信息技术的情况下。企业架构允许从公司的结构、功能和目标设定(动机)的角度来描述、分析和设计公司。在这种方法的背景下,企业被视为一个由服务、流程、目标和绩效指标、组织单位、信息系统、数据、技术设施等组成的系统。企业架构实现了在数字经济中管理和改变组织的系统化方法的理念,在这种经济中,企业高度依赖信息技术。这增加了建议方法在当前公司需要创建并成功实施数字商业战略时的相关性。高等学校企业建筑教学是一项艰巨的任务,这是由于该学科的交叉性、普遍性和与实践经验的紧密联系。此外,现代企业架构管理方法对学生来说很复杂,包含了许多与个人情况相关的细节。本文提出了一种简化的企业体系结构管理方法,一方面使学生能够理解,另一方面也使学生能够在实践中应用企业体系结构的主要方法和技术。已经确定了简化方法的要求。这些要求在方法开发过程中得到了考虑,并可在应用方法时使用——有可能了解在其帮助下可以实现的目标、所做的假设和现有的限制。所提出的方法定义了企业架构的层、方面和对象,描述了管理企业架构的任务和创建的工件(列表、矩阵、图表)。所提出的方法可用于开展培训项目,在这些项目中,企业架构管理的方法和工具可用于基于信息技术的能力优化公司的工作。这些项目不仅有助于培养学生的技能,而且有助于在大学和工业界之间建立对话,工业界是学生项目中需要解决的问题和任务的提供者。作者在俄罗斯联邦主要大学(圣彼得堡国立大学)管理研究生院、圣彼得堡国立大学、俄罗斯联邦政府金融大学、,高等经济学院和圣彼得堡国立电信大学。
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引用次数: 5
Обучение студентов моделированию распределенных информационно- управляющих систем методом имитационного моделирования 通过仿真方法培训学生分布式信息控制系统建模
Pub Date : 2017-07-08 DOI: 10.21686/1818-4243-2017-3-13-21
А. В. Габалин
Mathematical modelling is one of the most effective means to study the complex systems and processes. One of the most convenient means of mathematical modelling used in the analysis of functioning of systems of this class are simulation models that describe the structure and behavior of the system in the form of a program for the PC and allow conducting computer experiments with the aim of obtaining the necessary data on the functioning of the elements and the system as a whole during certain time intervals. Currently, the simulation tools market presents a large number of different simulation systems. However, the selection of suitable tools is very important. Specialized programs in particular are GPSS World, MATLAB/ Simulink, and AnyLogic. Distributed information and control systems (ICS) are dispersed in space multifunctional coherent set of stationary and moving elements with developed technical means of reception, transmission and processing of information. The task is to determine a rational structure of ICS, system-planned indicators of quality of development and functioning of which meet specified requirements under given structural constraints, characteristics of information flows, and parameters of technical tools. For experimental research of functioning processes of the described system a simulation model was developed. This model allows obtaining and evaluating such functional characteristics as the degree of technical means utilization, waiting time of information in queues for service, the level of efficiency of transmission and processing of information, the time of forming a single media and etc. The model also allows evaluating the performance of the system depending on the flight schedule, flight paths, characteristics of technical means, the system structure, failure of individual elements and depending on other parameters. The developed simulation model in GPSS allows students to master the subject area deeply enough – the system of collecting telemetry, ballistic and other information, to understand how the devices for collecting and transmitting information operate, how their work is described with simulation models and how you can analyze and adjust the structure and characteristics of the entire simulated system and its separate elements with the use of the simulation model. A course paper is done based on the given model.
数学建模是研究复杂系统和过程的最有效手段之一。在分析这类系统的功能时,最方便的数学建模方法之一是模拟模型,该模型以PC程序的形式描述系统的结构和行为,并允许进行计算机实验,目的是在特定时间内获得有关元件和整个系统功能的必要数据时间间隔。目前,仿真工具市场上出现了大量不同的仿真系统。然而,选择合适的工具是非常重要的。特别是GPSSWorld、MATLAB/Simulink和AnyLogic。分布式信息和控制系统(ICS)分散在空间中,由固定和移动元件组成的多功能相干集,具有发达的信息接收、传输和处理技术手段。任务是确定ICS的合理结构、开发质量和功能的系统规划指标,这些指标在给定的结构约束、信息流特征和技术工具参数下满足特定要求。为了对所描述的系统的功能过程进行实验研究,开发了一个模拟模型。该模型允许获得和评估诸如技术手段利用程度、排队等候服务的信息等待时间、信息传输和处理的效率水平、形成单一媒体的时间等功能特征,技术手段的特点、系统结构、单个元件的故障以及取决于其他参数。GPSS中开发的模拟模型使学生能够足够深入地掌握主题领域——收集遥测、弹道和其他信息的系统,了解收集和传输信息的设备是如何操作的,如何用仿真模型描述它们的工作,以及如何使用仿真模型分析和调整整个仿真系统及其独立元素的结构和特性。在给定模型的基础上编写了一篇课程论文。
{"title":"Обучение студентов моделированию распределенных информационно- управляющих систем методом имитационного моделирования","authors":"А. В. Габалин","doi":"10.21686/1818-4243-2017-3-13-21","DOIUrl":"https://doi.org/10.21686/1818-4243-2017-3-13-21","url":null,"abstract":"Mathematical modelling is one of the most effective means to study the complex systems and processes. One of the most convenient means of mathematical modelling used in the analysis of functioning of systems of this class are simulation models that describe the structure and behavior of the system in the form of a program for the PC and allow conducting computer experiments with the aim of obtaining the necessary data on the functioning of the elements and the system as a whole during certain time intervals. Currently, the simulation tools market presents a large number of different simulation systems. However, the selection of suitable tools is very important. Specialized programs in particular are GPSS World, MATLAB/ Simulink, and AnyLogic. Distributed information and control systems (ICS) are dispersed in space multifunctional coherent set of stationary and moving elements with developed technical means of reception, transmission and processing of information. The task is to determine a rational structure of ICS, system-planned indicators of quality of development and functioning of which meet specified requirements under given structural constraints, characteristics of information flows, and parameters of technical tools. For experimental research of functioning processes of the described system a simulation model was developed. This model allows obtaining and evaluating such functional characteristics as the degree of technical means utilization, waiting time of information in queues for service, the level of efficiency of transmission and processing of information, the time of forming a single media and etc. The model also allows evaluating the performance of the system depending on the flight schedule, flight paths, characteristics of technical means, the system structure, failure of individual elements and depending on other parameters. The developed simulation model in GPSS allows students to master the subject area deeply enough – the system of collecting telemetry, ballistic and other information, to understand how the devices for collecting and transmitting information operate, how their work is described with simulation models and how you can analyze and adjust the structure and characteristics of the entire simulated system and its separate elements with the use of the simulation model. A course paper is done based on the given model.","PeriodicalId":55672,"journal":{"name":"Otkrytoe Obrazovanie Moskva","volume":"21 1","pages":"13-21"},"PeriodicalIF":0.0,"publicationDate":"2017-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44562076","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Модель компьютерного обучения с использованием электронного образовательного ресурса нового поколения 利用新一代电子教育资源的计算机学习模型
Pub Date : 2017-05-06 DOI: 10.21686/1818-4243-2017-2-47-55
А. В. Лобан, Д. А. Ловцов
Purpose of the article: improving of scientific and methodical base of the theory of the е-learning of variability. Methods used: conceptual and logical modeling of the е-learning of variability process with electronic educational resource of new generation and system analysis of the interconnection of the studied subject area, methods, didactics approaches and information and communication technologies means. Results: the formalization complex model of the е-learning of variability with electronic educational resource of new generation is developed, conditionally decomposed into three basic components: the formalization model of the course in the form of the thesaurusclassifier (“Author of e-resource”), the model of learning as management (“Coordination. Consultation. Control”), the learning model with the thesaurus-classifier (“Student”). Model “Author of e-resource” allows the student to achieve completeness, high degree of didactic elaboration and structuring of the studied material in triples of variants: modules of education information, practical task and control tasks; the result of the student’s (author’s of e-resource) activity is the thesaurus-classifier. Model of learning as management is based on the principle of personal orientation of learning in computer environment and determines the logic of interaction between the lecturer and the student when determining the triple of variants individually for each student; organization of a dialogue between the lecturer and the student for consulting purposes; personal control of the student’s success (report generation) and iterative search for the concept of the class assignment in the thesaurus-classifier before acquiring the required level of training. Model “Student” makes it possible to concretize the learning tasks in relation to the personality of the student and to the training level achieved; the assumption of the lecturer about the level of training of a particular student is formed using the reporting data of model as management. Theoretical provisions of variation e-learning, including its base tasks (teaching, learning, management), and also order, formallogical and program means of development and most important requirements for an effective electronic educational resource are grounded; it is shown that the formalization of educational resources is possible on the basis of the structural-mathematical approach using the set-theoretical representations, that allow defining the features of the educational process and the role of participants in the language of sets and mapping between them, and also to receive “pedagogical diagnostics” of the course and learning outcomes, using the intellectual potential of each trainee both personally and in the classroom. An example of practical implementation of model of variation elearning with electronic educational resource of new generation is given. Conclusion: The developed theoretical provisions and basis components for the model of vari
本文的目的是:提高变异性学习理论的科学性和系统性。使用的方法:新一代电子教育资源对变异过程的快速学习进行概念和逻辑建模,并对所研究的学科领域、方法、教学方法以及信息和通信技术手段的相互联系进行系统分析。结果:开发了新一代电子教育资源变异性学习的形式化复杂模型,有条件地分解为三个基本组成部分:词库分类器形式的课程形式化模型(“电子资源作者”)、学习即管理模型(“协调、协商、控制”),使用词库分类器(“Student”)的学习模型。“电子资源作者”模式使学生能够以三种变体的形式实现所学材料的完整性、高度的教学阐述和结构:教育信息模块、实践任务模块和控制任务模块;学生(电子资源的作者)活动的结果是词库分类器。作为管理的学习模型基于计算机环境中个人学习取向的原则,并在为每个学生单独确定三重变量时确定讲师和学生之间的互动逻辑;为咨询目的组织讲师和学生之间的对话;对学生成功的个人控制(报告生成),并在获得所需的训练水平之前在词库分类器中迭代搜索课堂作业的概念。“学生”模型使学习任务与学生的个性和所达到的训练水平相关具体化成为可能;讲师对特定学生的培训水平的假设是使用模型的报告数据作为管理来形成的。变体电子学习的理论规定,包括其基本任务(教学、学习、管理),以及开发的顺序、形式和程序手段,以及对有效电子教育资源的最重要要求;研究表明,在使用集合理论表示的结构数学方法的基础上,教育资源的形式化是可能的,这允许定义教育过程的特征和参与者在集合语言中的角色,并在它们之间进行映射,还可以接受课程和学习结果的“教学诊断”,无论是在个人还是在课堂上,都要充分利用每位学员的智力潜力。给出了利用新一代电子教育资源实现变异电子学习模型的实例。结论:利用新一代电子教育资源开发的变异电子学习模型的理论规定和基本组成部分,使学生能够在变异方法的基础上实现对受训人员知识、能力和技能的功能性掌握,并基于电子教育资源的形式化信息词库分类器,选择了一种以学生为中心的在动机学习过程中寻找给定任务的概念(意义)的个人方式。
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引用次数: 2
Современные технологии электронного образования // Modern technologies of e-learning Современныетехнологииэлектронногообразования/ /电子学习的现代技术
Pub Date : 2017-05-03 DOI: 10.21686/1818-4243-2017-3-73-79
F. A. T. ogly, G. M. A. gyzy, Ф. Агаев Т. оглы
E-learning constitutes a significant competition to traditional education in many countries and has become a major tool for the modernization of education and economic growth. For the development and implementation of successful e-learning systems, we need technologies that allow working with them for any number of users, providing a good learning environment. The article provides an overview of the technologies used in foreign universities for managing e-learning, such as 3D technologies in training programs, interactive technologies, personalization of learning using cloud computing and big data technologies. It is shown that today quite a large number of software and hardware development was created and introduced, implementing various mechanisms of introducing information technologies in the educational process. One of such developments is the use of adaptive technologies in the learning process, allowing the student to adapt to the training material, choose the suitable method of mastering the material, and adjust the intensity of training at different stages of the learning process. Another development of information technologies in education is the use of cloud computing, allowing access to educational resources for teachers, students, and managers of the education system. It was revealed that the use of cloud technologies leads to a significant decrease in material costs for the purchase of expensive equipment and software, educational content from the cloud can be accessed from any device (laptop, smartphone, tablet, etc.) and at a convenient time for the learner, it is enough to have Internet connection and a browser. In the e-learning environment, there are many different types of data, both structured and unstructured, processing of which is difficult to implement using traditional statistical methods. For the processing of such data technologies of processing big data are used such as NoSQL and Hadoop. The article shows that the analysis of big data makes it possible for teachers to receive information about students in due time, and allows them to customize the learning strategy. Using big data, teachers get a rare opportunity to monitor the whole process and identify how well students perform tasks, or how quickly they completed the challenging course modules. This will enable them to develop more personalized e-learning courses. The article gives examples of educational practice, illustrating the substantial change of the educational environment of the university involving the use of these technologies in e-learning. The results can be used to make recommendations for creating e-learning courses in higher and secondary educational institutions of Azerbaijan. Во многих странах e-learning составляют значительную конкуренцию традиционному образованию и стал основным инструментом модернизации образования и экономического роста. Для разработки и внедрения успешных систем электронного обучения необходимы технологии, которые позволяют ра
在许多国家,电子学习对传统教育构成了重大竞争,并已成为教育现代化和经济增长的重要工具。为了开发和实施成功的电子学习系统,我们需要允许为任意数量的用户使用它们的技术,提供良好的学习环境。本文概述了国外大学在管理电子学习方面所使用的技术,如培训项目中的3D技术、交互技术、使用云计算和大数据技术的个性化学习。这表明,今天相当大量的软件和硬件开发被创建和引入,实现了在教育过程中引入信息技术的各种机制。其中一个发展是在学习过程中使用适应性技术,允许学生适应训练材料,选择合适的掌握材料的方法,并在学习过程的不同阶段调整训练强度。信息技术在教育领域的另一个发展是云计算的使用,它允许教师、学生和教育系统的管理人员访问教育资源。据透露,云技术的使用大大降低了购买昂贵设备和软件的材料成本,云中的教育内容可以从任何设备(笔记本电脑,智能手机,平板电脑等)访问,并且在方便的时候,学习者只要有互联网连接和浏览器就足够了。在电子学习环境中,有许多不同类型的数据,既有结构化的,也有非结构化的,使用传统的统计方法很难对这些数据进行处理。对于这些数据的处理使用了NoSQL和Hadoop等处理大数据的技术。文章表明,大数据的分析使教师能够及时获得学生的信息,并使他们能够定制学习策略。通过使用大数据,教师获得了一个难得的机会来监控整个过程,并确定学生完成任务的情况,或者他们完成具有挑战性的课程模块的速度有多快。这将使他们能够开发更个性化的电子学习课程。文章给出了教育实践的例子,说明了在电子学习中使用这些技术对大学教育环境的实质性变化。研究结果可用于为在阿塞拜疆高等和中等教育机构开设电子学习课程提出建议。Вомногихстранах电子学习составляютзначительнуюконкуренциютрадиционномуобразованиюисталосновныминструментоммодернизацииобразованияиэкономическогороста。Дляразработкиивнедренияуспешныхсистемэлектронногообучениянеобходимытехнологи,икоторыепозволяютработатьснимипроизвольномуколичествупользователей,предоставляяхорошуюобучающуюсреду。Встатьепроводитсяобзортехнологий,применяемыхвзарубежныхуниверситетахдляуправленияэлектроннымобразованием,такихкак:3 dтехнологиивобучающихпрограммах,интерактивныетехнологии,персонализацияобучениясиспользованиемоблачныхтехнологийитехнологийбольшихданных。,чПоказанотонасегодняшнийденьсозданоивнедренодостаточнобольшоечислопрограммныхитехническихразработок,реализующихразличныемеханизмывнедренияинформационныхтехнологийвучебныйпроцесс。Однимизтакихразработокявляетсяиспользованиеадаптивныхтехнологийвучебномпроцессе,позволяющихадаптироватьобучаемогокучебномуматериалу,выбиратьподходящийметодусвоенияматериала,регулироватьинтенсивностьобучениянаразличныхэтапахучебногопроцесса。Другойразработкойинформационныхтехнологийвобразованииявляетсяиспользованиеоблачныхвычислений,позволяющихполучитьдоступкобразовательнымресурсампреподавателям,студентамируководителямсистемыобразования。,чВыявленотоприменениеоблачныхтехнологийприводиткзначительномууменьшениюматериальныхрасходовнаприобретениедорогостоящегооборудованияипрограммногообеспечения,образовательныйконтентизоблакаможнополучитьслюбогоустройства(ноутбук。смартфон,планшетитд)。ивудобноедляобучающегосявремя,достаточноиметьподключениексетиИнтернетибраузер。Bсредеэлектронногообразованиясуществуетбольшоеколичестворазличныхтиповданных,какструктурированных,такинеструктурированных,обработкукоторыхтрудноосуществитьтрадиционнымистатистическимиметодами。Дляобработкитакихданныхиспользуютсятехнологииобработкибольшихданных,такиекакNoSQLиHadoop。Встатьепоказано,чтоанализбольшихданныхдаетвозможностьпедагогамсвоевременнополучитьинформациюобобучаемыхипозволяетимнастроитьстратегиюобучения。 在许多国家,电子学习对传统教育构成了重大竞争,并已成为教育现代化和经济增长的重要工具。为了开发和实施成功的电子学习系统,我们需要允许为任意数量的用户使用它们的技术,提供良好的学习环境。本文概述了国外大学在管理电子学习方面所使用的技术,如培训项目中的3D技术、交互技术、使用云计算和大数据技术的个性化学习。这表明,今天相当大量的软件和硬件开发被创建和引入,实现了在教育过程中引入信息技术的各种机制。其中一个发展是在学习过程中使用适应性技术,允许学生适应训练材料,选择合适的掌握材料的方法,并在学习过程的不同阶段调整训练强度。信息技术在教育领域的另一个发展是云计算的使用,它允许教师、学生和教育系统的管理人员访问教育资源。据透露,云技术的使用大大降低了购买昂贵设备和软件的材料成本,云中的教育内容可以从任何设备(笔记本电脑,智能手机
{"title":"Современные технологии электронного образования // Modern technologies of e-learning","authors":"F. A. T. ogly, G. M. A. gyzy, Ф. Агаев Т. оглы","doi":"10.21686/1818-4243-2017-3-73-79","DOIUrl":"https://doi.org/10.21686/1818-4243-2017-3-73-79","url":null,"abstract":"E-learning constitutes a significant competition to traditional education in many countries and has become a major tool for the modernization of education and economic growth. For the development and implementation of successful e-learning systems, we need technologies that allow working with them for any number of users, providing a good learning environment. The article provides an overview of the technologies used in foreign universities for managing e-learning, such as 3D technologies in training programs, interactive technologies, personalization of learning using cloud computing and big data technologies. It is shown that today quite a large number of software and hardware development was created and introduced, implementing various mechanisms of introducing information technologies in the educational process. One of such developments is the use of adaptive technologies in the learning process, allowing the student to adapt to the training material, choose the suitable method of mastering the material, and adjust the intensity of training at different stages of the learning process. Another development of information technologies in education is the use of cloud computing, allowing access to educational resources for teachers, students, and managers of the education system. It was revealed that the use of cloud technologies leads to a significant decrease in material costs for the purchase of expensive equipment and software, educational content from the cloud can be accessed from any device (laptop, smartphone, tablet, etc.) and at a convenient time for the learner, it is enough to have Internet connection and a browser. In the e-learning environment, there are many different types of data, both structured and unstructured, processing of which is difficult to implement using traditional statistical methods. For the processing of such data technologies of processing big data are used such as NoSQL and Hadoop. The article shows that the analysis of big data makes it possible for teachers to receive information about students in due time, and allows them to customize the learning strategy. Using big data, teachers get a rare opportunity to monitor the whole process and identify how well students perform tasks, or how quickly they completed the challenging course modules. This will enable them to develop more personalized e-learning courses. The article gives examples of educational practice, illustrating the substantial change of the educational environment of the university involving the use of these technologies in e-learning. The results can be used to make recommendations for creating e-learning courses in higher and secondary educational institutions of Azerbaijan. Во многих странах e-learning составляют значительную конкуренцию традиционному образованию и стал основным инструментом модернизации образования и экономического роста. Для разработки и внедрения успешных систем электронного обучения необходимы технологии, которые позволяют ра","PeriodicalId":55672,"journal":{"name":"Otkrytoe Obrazovanie Moskva","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2017-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67900877","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Профессиональная компетентность личности в условиях Smart-общества 智能社会中的个人专业能力
Pub Date : 2017-02-20 DOI: 10.21686/1818-4243-2017-1-27-33
Н. В. Комлева
Now, there are processes of formation of a knowledge society – the Smart-society – are all the new features, which are characterized by obtaining a new effect from the use of information and communication technologies. The development of computers and communications creates the preconditions for moving the place of work out of the office space in the digital home. In these circumstances, more and more importance is given to the individual skills of the person, its ability to absorb a huge amount of diverse information, generate and innovate. Therefore, empowerment process for every professional who wants to be popular, it becomes continuous, becomes a constant need to learn and lifelong learning. In addition, requirements for the employees are changing, and the person must evaluate its relevance to society. This raises the question: how to evaluate the relevance? What is necessary for the Smart-society? What to learn or re-learn? Focus shifts from classical training to personal development. Traditional methods and approaches to learning have stopped covering the needs of the knowledge. Instead of selecting a limited number of the templates, each person is faced with the necessity to configure your own unique personality, to increasingly use informal learning, providing the individual development. The professional competence of the person in the Smart-society is formed in an interactive learning environment, using content from around the world, which is in the public domain. The assessment level of competence, identifying the need for professional development, early learning with the use of technology, provided by the Smart-education, are essential components of the formation process of professional competence of the person in the Smart-society. It is important to provide the compliance of the business metrics of employees to the content of the assessment test at the stage of internal validation for the purpose of timely identification of those competences, it is necessary to increase their level, and certification testing for confirming the level of professional competence of employees, which dictates the ethics of the Economy and Smart-society. This problem causes the need to use the active and relevant content. In order to solve the global task it is necessary to promote development and to use open educational resources. Such active approaches to learning increasingly spread, as the creation of professional communities, the use of cloud computing, mobile communication development. In the context of the professional standards’ implementation, the person should be prepared for such a certification and not pass it by trial and error. The person has to have a possibility to check and to develop the competencies. «Professional communities» can provide such a possibility, in our opinion. Professional community portal – is an effective tool for creating of the high quality and relevant content that can be used for the continuous development of compete
现在,知识社会的形成过程——智能社会——都是新的特征,其特征是通过使用信息和通信技术获得新的效果。计算机和通信的发展为将工作场所从办公空间转移到数字家庭创造了先决条件。在这种情况下,人们越来越重视个人的技能,即吸收大量不同信息、产生和创新的能力。因此,授权过程对于每一个想要受欢迎的专业人士来说,它变得持续不断,成为一个需要不断学习和终身学习的过程。此外,对员工的要求也在变化,员工必须评估其与社会的相关性。这就提出了一个问题:如何评估相关性?智慧社会需要什么?学习什么或重新学习什么?重点从传统训练转移到个人发展。传统的学习方法和途径已经不能满足知识的需要。每个人都面临着配置自己独特个性的必要性,而不是选择有限数量的模板,越来越多地使用非正式学习,提供个人发展。在智能社会中,人的专业能力是在一个互动的学习环境中形成的,使用来自世界各地的内容,这是在公共领域。能力的评估水平,识别专业发展的需要,利用智能教育提供的技术进行早期学习,是智能社会中个人专业能力形成过程的重要组成部分。重要的是在内部验证阶段提供员工的业务指标符合评估测试的内容,以便及时识别这些能力,有必要提高他们的水平,并通过认证测试来确认员工的专业能力水平,这决定了经济和智能社会的道德。这个问题导致需要使用活跃的和相关的内容。要解决这一全球性问题,必须促进发展,利用开放的教育资源。这种积极的学习方式越来越普遍,如专业社区的创建、云计算的使用、移动通信的发展。在专业标准实施的背景下,这个人应该为这样的认证做好准备,而不是通过试错。这个人必须有检查和发展能力的可能性。在我们看来,“专业社区”可以提供这种可能性。专业社区门户网站-是一个有效的工具,用于创建高质量和相关的内容,可用于持续发展的能力和雇主可以提交他们的要求。能力监测,包括在资格独立评估中心进行监测,应使用自适应测试算法和不断更新的测试任务,以满足智能社会不断变化的需求。
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引用次数: 8
Устойчивое развитие образования: связь технологии и педагогики 可持续教育:技术与教育之间的联系
Pub Date : 2017-02-02 DOI: 10.21686/1818-4243-2017-1-34-43
Вячеслав Алексеевич Стародубцев, Евгения Олеговна Французская
The purpose of the paper is to compare the development trends of information and communication environment, the global educational space and pedagogical ideas, which directly or indirectly affect the application of ICT in education. The study has been based on the foresight results and the content of the Internet publications on the prospects for sustainable development of education in the context of UNESCO Incheon Declaration for Education 2030. The content analysis of pedagogical publications has demonstrated that the current understanding of knowledge appeals to its socialization and dissemination in the global network environment, whose technological basis is rapidly growing. The educational process in the Learning Society is regarded as a distributed one among some formal education establishments (“universities of the world for one”) and the community of content curators. The function of content curators is to deliver comments, generalize and promote new information that supports learning needs of different global network users. The relation model of the subjects of the informational and educational space has been described. The model includes lecturers and learners as well as the content curators. The necessity of humanitarian potential development in the informational and communicational environment has been argued as well as the development of a creative class of people who share their existential experience, knowledge and wisdom. The development of every society member in the robot-based artificial intelligence environment has been considered to be defective without any interpersonal interaction and learners’ activity in the online community. Thus, the psychological and pedagogical theories of connectionism, social learning, multiple intelligences, and some others are to be recognized in the development of hardware and software base for education technologies.
本文旨在比较直接或间接影响信息通信技术在教育中应用的信息通信环境、全球教育空间和教学理念的发展趋势。该研究基于前瞻性结果和互联网出版物中关于教科文组织《2030年仁川教育宣言》背景下教育可持续发展前景的内容。对教学出版物的内容分析表明,目前对知识的理解有助于知识在全球网络环境中的社会化和传播,而全球网络环境的技术基础正在迅速发展。学习型社会的教育过程被视为在一些正规教育机构(“世界大学”)和内容策展人社区之间的分布式过程。内容策划人的职能是提供评论、概括和推广支持不同全球网络用户学习需求的新信息。阐述了信息空间与教育空间主体的关系模型。该模式包括讲师和学习者以及内容策划人。有人认为,在信息和通信环境中开发人道主义潜力的必要性,以及开发一个共享生存经验、知识和智慧的创造性阶层的必要性。在基于机器人的人工智能环境中,每个社会成员的发展都被认为是有缺陷的,在网络社区中没有任何人际互动和学习者的活动。因此,连接主义、社会学习、多元智能和其他一些心理学和教育学理论将在教育技术的硬件和软件基础的开发中得到认可。
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引用次数: 4
Методические аспекты организации групповой работы обучаемых при реализации программ повышения квалификации в дистанционном формате 远距离执行培训方案培训小组工作组织的方方面面
Pub Date : 2017-01-01 DOI: 10.21686/1818-4243-2017-6-70-80
Игорь Александрович Вальдман, О. В. Мерецков
In Russia and abroad the teamwork gained popularity in the labor market as a form of collective interaction between multiprofessional groups of specialists in implementing business projects, carrying out research and development projects, designing technological solutions and creating innovative products. At the same time, in the educational practice, especially when using distant educational technologies, the command method of instruction is quite rare. The reason for this is that the teamwork in the implementation of educational programs requires fixating individual educational outcomes of each trainee, their contribution to the performance of the group task. It complicates the organization of the educational process. As the result, educational organizations do not often use this educational form because of the complexity of its application in the conduct of intermediate and final attestation. Research goal. search and validation of a problem solution that can be formulated as a contradiction between the need to perform group homework assignments in distant learning and the necessity to fix the individual educational results of each trainee for the purpose of intermediate and final attestation. The authors of the article offer basic methodological principles that allow finding the balance in-between the requirements of legislation and preserving the team approach in the process of group work of trainees. Materials and methods. The initial materials of the research are an overview of existing publications on the organization of teamwork of trainees is used, including the implementation of training in a long distance format, the legislation of the Russian Federation regarding interim and final certification of trainees, as well as practical experience in implementing training programs, based on ANO “E-learning for Nanoindustry (“eNano”)”. Based on these materials, the authors offer basic methodological principles, obtained empirically and subject to validation in the process of research. The validation of the proposed principles was carried out using the example of an advanced training program “Design and Development of Electronic Training Courses”, implemented by ANO “eNano” by an expert survey, and based on a statistically significant sample. Results. As the result of research, the authors obtained confirmation of the effectiveness of the proposed methodological principles, using the expert survey method by questioning 35 participants who had completed the above-mentioned advanced training program in a completely distant format. This total set was formed from three flows, within which the trainees were divided into groups of 3–4 people and themselves moderated the roles within the subgroups when performing group (team) assignments. Particular value in this sample is that all trainees have higher educational level and all they are employees and lecturers of five Russian universities (Samara State University, Perm National Research Polytechnic Un
在俄罗斯和国外,团队合作在劳动力市场上很受欢迎,这是一种多专业专家群体在实施商业项目、开展研究和开发项目、设计技术解决方案和创造创新产品方面的集体互动形式。同时,在教育实践中,特别是在使用远程教育技术时,命令式的教学方式是相当罕见的。其原因是,在实施教育计划的团队合作需要固定每个受训者的个人教育成果,他们对小组任务的表现的贡献。它使教育过程的组织复杂化。因此,由于在进行中间和最终认证时应用的复杂性,教育机构不经常使用这种教育形式。研究的目标。寻找和验证一个问题的解决方案,这个解决方案可以被表述为在远程学习中执行小组作业的需要与为了中间和最终证明的目的而确定每个受训者的个人教育结果的必要性之间的矛盾。本文的作者提供了基本的方法原则,允许在立法要求和在学员小组工作过程中保留团队方法之间找到平衡。材料和方法。研究的初始材料概述了现有的关于学员团队合作组织的出版物,包括远程培训的实施,俄罗斯联邦关于学员临时和最终认证的立法,以及基于ANO“纳米工业电子学习”(“eNano”)实施培训计划的实践经验。在这些材料的基础上,作者提出了基本的方法论原则,这些原则是经验得出的,并在研究过程中得到了验证。采用ANO“eNano”通过专家调查实施的高级培训计划“电子培训课程的设计和开发”为例,并基于统计上显着的样本,对所提出的原则进行了验证。结果。作为研究的结果,作者采用专家调查法,对35名完成上述高级培训计划的参与者进行了完全远程的询问,从而确认了所建议的方法原则的有效性。这个集合由三个流程组成,在这个流程中,受训者被分成3-4人一组,当执行小组(团队)任务时,他们自己在子组中调节角色。该样本的特别价值在于,所有受训人员都具有较高的教育水平,并且他们都是五所俄罗斯大学(萨马拉国立大学,彼尔姆国立研究理工大学,德米多夫雅罗斯拉夫尔国立大学,喀山国立研究技术大学,莫斯科国立科技大学)的雇员和讲师,其中- 6名教授,科学博士,18名副教授,科学候选人,2名院长。2个部门主管,4个远程教育中心主任。结论。作者希望将这一研究继续下去,将其扩展到专业再培训项目和远程硕士项目中。
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引用次数: 1
Уровни управления знаниями при разработке электронных курсов 电子课程开发知识管理水平
Pub Date : 2017-01-01 DOI: 10.21686/1818-4243-2017-1-20-26
Н. В. Днепровская, И. В. Шевцова
The knowledge management (KM) development was closely associated with e-learning from the beginning. E-learning is a part of the knowledge management tools, which is widely used in companies and universities for the knowledge dissemination. KM methods are used in the system of education management to solve problems of innovative development for educational institutions. The main goal of knowledge management is to support the innovative activities of lecturers and researchers. The development of elearning courses is an example of innovative activity at the university. Elearning course contains the results of scientific and methodical activities of the Faculty, and it is a ready-made innovative product of the university. The technology and methods of e-learning have already became an essential support tool for the training process at the leading universities in Russia and in the world. The scientific novelty of the research is to identify the KM levels in the development of e-learning courses. The paper shows KM levels in e-learning: individual, team, university, inter-university and global. There is a paradoxical situation in the academic environment. Many universities are willing to support free access to its educational content through the platform of open educational resources (OER), or massive open on-line courses (MOOC), however, the development of inter-university courses often is an initiative of self-organizing authors’ groups. The development of each KM level in the university is the basis for the complete work at a higher level. The determination of KM levels in the university allows to create a comprehensive strategy for e-learning, aimed at the creation of on-line courses and e-learning development, which is extremely important in the global information environment.
知识管理(KM)的发展从一开始就与电子学习密切相关。电子学习是知识管理工具的一部分,广泛应用于企业和高校的知识传播。在教育管理系统中运用知识管理方法,解决教育机构创新发展的问题。知识管理的主要目标是支持教师和研究人员的创新活动。电子学习课程的开发是该大学创新活动的一个例子。电子学习课程包含了学院科学和有条理的活动成果,是大学现成的创新产品。电子学习的技术和方法已经成为俄罗斯和世界一流大学培训过程的重要支持工具。本研究的科学新颖之处在于确定了电子学习课程开发中的知识管理层次。本文从个人、团队、大学、校际和全球四个层面分析了电子学习中的知识管理水平。学术环境中存在着一种矛盾的情况。许多大学都愿意通过开放教育资源(OER)平台或大规模开放在线课程(MOOC)来支持其教育内容的免费访问,然而,校际课程的开发往往是自组织作者群体的主动行动。高校各层次知识管理工作的开展是完成更高层次工作的基础。大学知识管理水平的确定有助于制定全面的电子学习战略,旨在创建在线课程和电子学习发展,这在全球信息环境中极为重要。
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引用次数: 4
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Otkrytoe Obrazovanie Moskva
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