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Peer Assessment in Massive Open Online Courses: Monitoring the Knowledge Assessment Effectiveness 大规模网络开放课程中的同伴评估:知识评估效果的监测
Tatiana I. Popova, D. Kolesova
Massive Open Online Courses (MOOCs) is an advanced form of education in the modern world. With all the advantages this format has, it is difficult to leave unchanged all the procedures included into the traditional teach-learn-assess training cycle; this difficulty can be explained by the specific form of teaching. Peer assessment is usually used to overcome these objective obstacles, although unmoderated peer assessment is questioned by experts and is not trusted much by students (and thus, accordingly, entails a decreasing motivation as students withhold from assessing performance of their peers and withdraw from learning platforms). The works dedicated to this issue mainly deal with multiple ways to resolve it within the scope of the programmers' approach or the approach of the training platform moderators. Our study deals with the question of whether correctly formulated assignments and a methodologically justified sequence of assignments help to overcome these difficulties. The study was performed with the use of questionnaires for students of various academic years (2017-2019) taking part in one MOOC, and with quantitative and qualitative analysis of the performed assignments for peer assessment for 2017 (within the scope of that session, 947 answers were given to the self-assessment assignments, and 727 answers were given to the assignments for peer assessment). The result of the study was a supported recommendation to authors of the MOOC profile in humanities, wherein the essay was supposed to be the student's expected answer: 1) there should be a clear correlation between the conditions of the assignment setting and the criteria used for assessment of the assignment for peer assessment; 2) self-assessment assignments built on the basis of the same principle as the peer assessment assignments should be included in the course.
大规模在线开放课程(MOOCs)是当今世界一种先进的教育形式。尽管这种形式有很多优点,但很难保持传统的“教-学-评估”培训周期中包含的所有程序不变;这种困难可以用具体的教学形式来解释。同伴评估通常用于克服这些客观障碍,尽管不加节制的同伴评估受到专家的质疑,也不太受学生的信任(因此,随着学生拒绝评估同伴的表现并退出学习平台,动机会下降)。致力于解决这个问题的工作主要涉及程序员方法或培训平台版主方法范围内的多种方法。我们的研究涉及的问题是,正确制定的作业和在方法上合理的作业顺序是否有助于克服这些困难。本研究对参加一门MOOC的不同学年(2017-2019年)的学生进行问卷调查,并对2017年完成的同行评估作业进行定量和定性分析(在该会议范围内,自我评估作业给出了947个答案,同行评估作业给出了727个答案)。这项研究的结果是对人文学科MOOC简介作者的一项支持建议,其中论文应该是学生期望的答案:1)作业设置条件与用于同行评估的作业评估标准之间应该存在明确的相关性;2)课程中应包括基于与同行评估作业相同原则的自我评估作业。
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引用次数: 2
Analysis of the Effectiveness of Temporal Tables in Transactional and Analytical Systems 事务和分析系统中时态表的有效性分析
A. Averina, S. Nesterov
This paper describes the impact of using SQL Server temporal tables in transactional and analytic databases. This type of table was added in SQL Server 2016, and it can be extremely useful when we need to store data that describes the different states of some objects at different points in time. For our experiments, we used Open University Learning Analytics Dataset (OULAD) [1], which was imported into the SQL Server database. This dataset contains data about courses, students and their interactions with Virtual Learning Environment for seven selected courses. The temporality was implemented to the only one relational table of the database for more illustrative results. The results of our experiments show significant advantages of temporal databases in comparison with non-temporal relational ones in executing some types of queries as well as in solving data mining problems using SQL Server analysis services.
本文描述了在事务数据库和分析数据库中使用SQL Server时态表的影响。这种类型的表是在SQL Server 2016中添加的,当我们需要存储描述某些对象在不同时间点的不同状态的数据时,它非常有用。对于我们的实验,我们使用了开放大学学习分析数据集(OULAD)[1],该数据集导入到SQL Server数据库中。该数据集包含有关课程、学生和他们与虚拟学习环境的七个选定课程的交互的数据。为了获得更多的示例性结果,对数据库的唯一一个关系表实现了时态。我们的实验结果表明,在执行某些类型的查询以及使用SQL Server分析服务解决数据挖掘问题方面,时态数据库与非时态关系数据库相比具有显著的优势。
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引用次数: 0
Digital Economy as a Tool for Reducing of Uncertainty in Strategic Managerial Decisions 数字经济作为减少战略管理决策不确定性的工具
V. Velikorossov, Alexander V. Rechinskiy, L. Chernenkaya, S. Filin, A. V. Chernenkii
The article analyzes the actual topic -- a tool for reducing of uncertainty in strategic management decisions in the "digital economy". The tasks solved in the article are to concretize the concept of "digital economy" and substantiate the digitalization of economic information as a tool for more effective management of the economy. Methods for organization of management and reduction of uncertainty about the object of management by digitization of additional information are used. The novelty of the article is the proposal of a methodological tool that provides the reducing of an uncertainty when choosing a most rational management decision through the digitization of information. The basic concepts related to the economy, "digital economy" and information in the framework of statistical theory, are analyzed in the article. The definition of "digital economy" and recommendations on the organization of information management through, inter alia, its digitalization as a determining factor to reduce uncertainty when choosing a more rational management decision, are proposed. The relevance of the introduction of human-machine interaction technologies for the collection and analysis of information, which is needed for making strategic decisions in the conditions of digital transformation of enterprises, is shown. Concluded that it is possible to increase the probability of implementing of a decision that meets the criteria of optimal choice by using of information on a certain program for reducing of uncertainty and achieving the goal of the strategic management.
文章分析了实际的主题——在“数字经济”中减少战略管理决策不确定性的工具。本文所要解决的任务是使“数字经济”的概念具体化,使经济信息的数字化成为更有效地管理经济的工具。采用附加信息数字化组织管理和减少管理对象不确定性的方法。本文的新颖之处在于提出了一种方法工具,通过信息数字化来减少选择最合理的管理决策时的不确定性。在统计理论的框架下,分析了与经济相关的基本概念“数字经济”和信息。本文提出了“数字经济”的定义,并建议组织信息管理,特别是通过数字化作为决定因素,以减少选择更合理的管理决策时的不确定性。展示了在企业数字化转型条件下制定战略决策所需的信息收集和分析中引入人机交互技术的相关性。认为利用某一方案的信息,可以提高符合最优选择标准的决策的实施概率,从而减少不确定性,实现战略管理的目标。
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引用次数: 6
Parallelism as a universal principle of structuring information flows 并行性是构建信息流的普遍原则
E. Blagoveshchenskaya, N. Popova, M. Kogan, L. Strüngmann
The article is aimed at highlighting the fact of the presence of common features inherent in various types of creative conscious activity of people. It is exemplified by the notion of parallelism in their intellectual work, in the way of creating new educational products. In live communication, the reflection of the process parallelism is a powerful universal mechanism to facilitate the perception of information of an unfamiliar nature based on experience in the field of one's own professional interests. Using the ability to parallelize various information flows with an emphasis on general patterns is a means of streamlining a relatively large amount of information in order to ensure its understanding. The article discusses examples of parallelism inherent in human literary activity. Syntactic parallelism or concurrency, a stylistic device for figurative speech, refers to imaginative means in literature. Syntactic parallelism as manifested in similar construction of related phrases, poetic lines, etc., is illustrated by the works of English and American classical literature, e.g. those of William Shakespeare, Charles Dickens, John Fowles, Oscar Wilde, Edgar Poe, Robert Frost. In a natural connection with poetry is music, which is characterized by obvious manifestations of parallelism in various forms. Some of them allow algebraic formalization with the subsequent possibility of using the achievements of modern computer science including neural networks. In modern information society, an idea is considered useful if it can be adapted for computer implementation. This with the help of neural networks is presented on the example of recognition of musical fragments taking into account the parallelism of tonalities. The importance of a methodological approach to education, the components of which are logical and emotional principles, is emphasized.
这篇文章的目的是强调存在的共同特征固有的各种类型的创造性意识活动的人的事实。在他们的智力工作中,在创造新的教育产品的方式上,平行的概念就是例证。在现场交际中,过程并行性的反映是一种强大的通用机制,可以促进人们基于自身专业兴趣领域的经验来感知不熟悉的信息。使用并行化各种信息流并强调通用模式的能力是一种简化相对大量信息以确保理解的方法。本文讨论了人类文学活动中固有的平行现象。句法平行或并列是一种修辞修辞的文体手段,是文学中的想象手段。英美古典文学中的句法平行现象主要表现在相关短语、诗行等的相似结构上,如莎士比亚、狄更斯、福尔斯、王尔德、爱伦·坡、罗伯特·弗罗斯特等。音乐与诗歌有着天然的联系,其特点是在各种形式中表现出明显的平行性。其中一些允许代数形式化,随后可能使用现代计算机科学的成果,包括神经网络。在现代信息社会,一个想法如果能被计算机实现,就被认为是有用的。以考虑调性平行性的音乐片段识别为例,提出了基于神经网络的识别方法。强调了以逻辑和情感原则为组成部分的教育方法的重要性。
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引用次数: 0
Gender and Age Features of Media Consumption: Results of the Survey of People Aged 12-20 媒介消费的性别与年龄特征:12-20岁人群调查结果
E. Moiseeva, N. Sivrikova, E. Ekzhanova, Elena Reznikova
Interest in studying the influence of media on the development of children has persisted for more than 50 years in psychology. Recently, this interest has been intensified by changes in the structure of media consumption related to the preference of internment technologies for traditional media. Analysis of demographic factors of media consumption allowed to determine their influence on the choice of media means and content, type of use, motives of consumption and strategies of development. At the same time, insufficient attention is paid to stylistic peculiarities of media consumption. The aim of the study was to study differences in media consumption styles in groups of different ages and sex. Comparison of the results of the survey of people of different ages (students of 12-14 years, high school students of 15-16 years and students of 17-20 years) and of different sex is the basis of the study. 210 people took part in the survey. Questionnaire by Y.N. Dolgov et al. The "Individual media consumption style" was used to collect empirical data. The results of the study confirmed the hypothesis of sex and age differences in the frequency and style of use of different medical facilities. They showed that adolescents prefer to search for information on the internet. The frequency of using television, the internet and journal to search for information has an inverted U-shaped dependence on age. The frequency of access to books and newspapers has a linear dependence on age. Schoolchildren (12-14 years old) have a critical-controlling type of media consumption, high school students (15-16 years old) have an involved critical-controlling type of media consumption, and students (17-22 years old) have an unobstructed critical-controlling type of media consumption. The level of will control and reflexive criticality of media consumption increases when moving from the younger age group to the older age group. The level of content reflection and information search efficiency is higher in men than in women.
在心理学中,研究媒体对儿童发展影响的兴趣已经持续了50多年。最近,这种兴趣由于媒体消费结构的变化而加强,这种变化与对传统媒体的拘禁技术的偏爱有关。对媒介消费的人口因素进行分析,可以确定这些因素对媒介手段和内容的选择、使用类型、消费动机和发展战略的影响。同时,对媒介消费的文体特点重视不够。这项研究的目的是研究不同年龄和性别的人群在媒体消费方式上的差异。对不同年龄段(12-14岁的学生、15-16岁的高中生和17-20岁的学生)和不同性别的调查结果进行比较是研究的基础。210人参与了这项调查。Y.N. Dolgov等人的问卷。采用“个人媒介消费方式”收集实证数据。研究结果证实了性别和年龄在使用不同医疗设施的频率和方式上存在差异的假设。他们表明,青少年更喜欢在互联网上搜索信息。使用电视、互联网和杂志搜索信息的频率与年龄呈倒u型关系。阅读书籍和报纸的频率与年龄呈线性关系。学龄儿童(12-14岁)具有关键控制型媒体消费,高中生(15-16岁)具有参与型关键控制型媒体消费,学生(17-22岁)具有通畅型关键控制型媒体消费。媒体消费的意志控制和反身性临界水平随着年龄的增长而增加。男性的内容反映水平和信息搜索效率高于女性。
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引用次数: 3
The Role and Possibilities of Internet and Media Memes in Positioning the Region: on the Example of the City of Omsk 网络和媒体模因在区域定位中的作用和可能性——以鄂木斯克市为例
Natalia V. Vagenlyaytner, Yulia Aydanova, E. Vidanov
The paper studied regional memes as a communication unit, which can be used as a means of positioning the region, building its effective image. Meme as an instrument of political PR is actively used and studied. However, we have not come across any comprehensive studies on the promotion of territories with the help of memes. In the course of the work, Omsk memes presented on the Internet and the media were typified, their meanings were revealed. A survey of Omsk dwellers and interviews with experts was conducted to find out the characterizing potential of memes as a tool for the image of Omsk. The studies have confirmed the hypothesis of the authors. Memes have a powerful characterizing function. In the case of Omsk - negative. The basis of Omsk memes are the social problems that mostly concern city livers, and the characteristic of the region through the prism of memes is negative. The discussion with experts showed that the use of memes as a tool to create a positive image of Omsk is possible, but only in the case of a cardinal improvement in the social situation. The creators and distributors of memes are people living in the region, which means they must have positive motivation and a safe reality for replicating positive ideas, including the format of memes.
本文将地域模因作为一种传播单元来研究,它可以作为一种对地域进行定位、塑造有效形象的手段。模因作为一种政治公关工具被积极地运用和研究。然而,我们还没有看到关于利用模因进行地域推广的全面研究。在工作过程中,对网络和媒体上呈现的鄂木斯克模因进行典型化,揭示其意义。通过对鄂木斯克居民的调查和对专家的访谈,我们发现了作为鄂木斯克形象塑造工具的模因的特征化潜力。这些研究证实了作者的假设。模因具有强大的特征功能。在鄂木斯克的情况下-阴性。鄂木斯克模因的基础是主要关注城市居民的社会问题,通过模因的棱镜呈现出的地区特征是消极的。与专家的讨论表明,使用模因作为创造鄂木斯克积极形象的工具是可能的,但只有在社会状况得到根本性改善的情况下。模因的创造者和传播者是生活在该地区的人,这意味着他们必须有积极的动机和安全的现实来复制积极的想法,包括模因的格式。
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引用次数: 0
Multidimensional Information Systems Metadata Repository Development with a Data Warehouse Structure Using "Data Vault" Methodology 基于数据仓库结构的多维信息系统元数据存储库开发
Yevgeni Kuznetcov, M. Fomin, A. Vinogradov
When organizing automated data collection in a data warehouse under the conditions of increasing data volume and complicating the business model of an enterprise, an information system data model control becomes one of the priority tasks. The article discusses a method of metadata repository developing in terms of metadata responsible for describing business objects and the relationships between them. The choice of "Data vault" determines the construction of a data warehouse within the framework of an information system based on the classical design approach with a 3-level data presentation architecture, which includes a data preparation area, or an online data warehouse, data warehouse and thematic data marts. The proposed approach allows organizing data storage within the data warehouse using a metadata repository based on the multidimensional organization principle. The metadata repository is responsible for the data collection process, the data storage process, and the presentation of data for analysis. The metadata repository is presented in the form of a metamodel that is semantically related to the domain of the system, is easily reconstructed in case of changes in the business model of the domain, and allows data marts to be created with the structure of a multidimensional data model based on the Star relational scheme. This allows you to organize the human-computer interaction when describing a metamodel, using mainly knowledge about the structure of the subject area. When describing a metamodel, the first-order predicate calculus language is used, which makes it possible to control the metamodel using a declarative programming style - the "Prolog" language. The key point in the structure of the information system is the way of transition from the "Data vault" model to a multidimensional data representation model based on associative rules of dependence between information objects.
在数据量不断增加、企业业务模型日趋复杂的情况下,在数据仓库中组织自动数据收集时,信息系统数据模型控制成为优先考虑的任务之一。本文讨论了一种根据负责描述业务对象及其之间关系的元数据开发元数据存储库的方法。“数据仓库”的选择决定了在基于经典设计方法的信息系统框架内构建数据仓库,采用三级数据表示体系结构,包括数据准备区域,或者在线数据仓库、数据仓库和主题数据集市。所建议的方法允许使用基于多维组织原则的元数据存储库来组织数据仓库中的数据存储。元数据存储库负责数据收集过程、数据存储过程和用于分析的数据表示。元数据存储库以元模型的形式呈现,该元模型在语义上与系统的域相关,在域的业务模型发生更改时易于重构,并且允许使用基于Star关系方案的多维数据模型的结构创建数据集市。这允许您在描述元模型时组织人机交互,主要使用关于主题领域结构的知识。在描述元模型时,使用一阶谓词演算语言,这使得使用声明式编程风格(“Prolog”语言)控制元模型成为可能。信息系统结构的关键是如何从“数据仓库”模型过渡到基于信息对象间依赖关联规则的多维数据表示模型。
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引用次数: 0
Social aspects of human-computer interactions in the media: tendencies and threats 媒介中人机交互的社会方面:趋势和威胁
O. Susskaya, A. Budanova
In today's world, all the most important events and changes in economic and cultural relations take place within the information community. It is impossible to gain authority and a place among the partners of this community without the development of democracy in each particular state. It is also impossible without the use of computer technologies, but such use should not contradict international standards of human-computer interaction and standards of information protection. Special attention of researchers in the field of mass communications sociology and media psychology is attracted by the pervasion of human-computer interaction problems into mass media discourse, which accumulates a significant part of public discourse as a whole. The paper presents the results of an online expert survey of professional journalists discussing the impact of computer networks on their "actors", groups and communities. In the mainstream of interdisciplinarity, using the anthropocentric and sociocommunicative approaches, the social aspects of human-computer interactions in the media are studied. The chosen methodology allows to focus on the most relevant of them, such as: the need for humanization of communicative contacts in networks and mass media, recognition of changes in the structure of audiences, increasing the role of subjectivity and personification of contacts. The problem for future human-computer interactions (HCI) research is that the further computer science - and therefore technology - advances, the more often we have to think about the balance between benefits and harms caused to humans by active interaction with the computer.
在当今世界,经济和文化关系中所有最重要的事件和变化都发生在信息社区。如果没有每个特定国家的民主发展,就不可能在这个共同体的伙伴中获得权威和地位。不使用计算机技术也是不可能的,但这种使用不应与人机交互的国际标准和信息保护标准相抵触。人机交互问题在大众传播社会学和媒介心理学领域的广泛存在引起了大众传播社会学和媒介心理学研究者的特别关注,因为大众传播话语是公共话语的重要组成部分。这篇论文展示了一项针对专业记者的在线专家调查的结果,这些记者讨论了计算机网络对他们的“行动者”、群体和社区的影响。在跨学科的主流中,使用人类中心和社会交际的方法,研究媒体中人机交互的社会方面。所选择的方法可以集中在其中最相关的方面,例如:网络和大众媒体中交流接触的人性化的需要,认识到受众结构的变化,增加主观性的作用和接触的人格化。未来人机交互(HCI)研究面临的问题是,随着计算机科学——也就是技术——的进一步发展,我们就必须更多地考虑与计算机积极交互对人类造成的利益和危害之间的平衡。
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引用次数: 0
Trends, formats of journalism and media education in Kazakhstan 哈萨克斯坦新闻和媒体教育的趋势、形式
S. Barlybayeva
The 21st century is the century of globalization: economic, technological, cultural, and communication. New technologies, the information revolution are the most important components of this process, the engine of the development of modern society. Currently, there is a digitalization of all aspects of human activity. First of all, it concerns the mass media. The 21st century has created a new information space, a new media sphere, where the transformation of modern journalism is taking place under the influence of digital technologies, which is becoming convergent, multimedia. The methods of training journalists, media industry specialists are changing, new disciplines are being introduced that meet the increased requirements of the time. The media segmentation has increased: new network, television and radio formats have appeared, new genres have increased, the influx of diverse information in different types of communication has increased many times. The model of communication interaction is changing, social communications have appeared, the possibilities of the masses of communication have increased: interactivity, multimedia, personalization of information, globalization, hypertexts, responsiveness, mobility, multifunctionality. The Internet, new media and new digital technology have revolutionized the educational process of training future journalists at the Kazakh National University named after Al-Farabi. Disciplines corresponding to the new era of the digital age began to appear, such as: "New Media", "Converged Journalism", "Internet Journalism", "Modern Media Technologies", "Multimedia Journalism", "Audiovisual and Digital Media", "Media Literacy", "Data-journalism" and others.
21世纪是经济、技术、文化和交流全球化的世纪。新技术,信息革命是这一过程中最重要的组成部分,是现代社会发展的引擎。目前,人类活动的各个方面都在数字化。首先,它与大众传媒有关。21世纪创造了一个新的信息空间,一个新的媒体领域,在数字技术的影响下,现代新闻正在发生转型,这是趋同的,多媒体的。培训记者和媒体行业专家的方法正在发生变化,正在引入新的学科,以满足日益增长的时代要求。媒体细分程度提高:新的网络、电视、广播业态出现,新的体裁增多,不同传播类型中涌入的多样化信息增加了很多倍。交流互动的模式在改变,社交交流出现了,大众交流的可能性增加了:互动性、多媒体、信息个性化、全球化、超文本、响应性、移动性、多功能性。在以法拉比命名的哈萨克国立大学,互联网、新媒体和新数字技术彻底改变了培养未来记者的教育过程。与数字时代新时代相适应的学科开始出现,如:“新媒体”、“融合新闻”、“网络新闻”、“现代媒体技术”、“多媒体新闻”、“视听与数字媒体”、“媒介素养”、“数据新闻”等。
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引用次数: 0
Application of Siamese Neural Networks for the Type of Emergency Determination 连体神经网络在应急类型确定中的应用
G. Malykhina, A. Guseva
For reliable operation of systems for early detection and prevention of emergencies, their algorithms should use machine learning methods. The use of machine learning methods is associated with the replacement of detectors, usually used in such systems, with sensors that transmit the measurement results to the computing unit of the system. Measurement of the main factors, along with their threshold processing, allowed the use of machine learning methods to quickly detect the fact of ignition, determine the type of ignition source and its localization. The study is devoted to the development of a neural network algorithm for determining the type of fire in the early stages of an emergency. The results of emergency detection refresh the information of human-machine interface immediately. We proposed to use a complex neural network consisting of five Siamese networks based on distance and a Bayesian network. The proposed neural networks have a simple architecture and a small number of layers. To train the neural network, a computer model has been developed. It simulates the ignition process and inertia of the system's sensors.
为了使系统可靠运行,以便及早发现和预防突发事件,它们的算法应该使用机器学习方法。机器学习方法的使用与探测器的替换有关,通常在这种系统中使用,传感器将测量结果传输到系统的计算单元。测量主要因素及其阈值处理,允许使用机器学习方法快速检测点火事实,确定点火源的类型及其定位。该研究致力于开发一种神经网络算法,用于在紧急情况的早期阶段确定火灾类型。应急检测结果可立即刷新人机界面信息。我们建议使用由五个基于距离的暹罗网络和一个贝叶斯网络组成的复杂神经网络。所提出的神经网络结构简单,层数少。为了训练神经网络,开发了一个计算机模型。它模拟了点火过程和系统传感器的惯性。
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引用次数: 0
期刊
Proceedings of the XI International Scientific Conference Communicative Strategies of the Information Society
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