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An Interpretation of Digitalization of Science: A Comparative Outline of the Main Analytical Approaches 对科学数字化的解读:主要分析方法比较概要
Pub Date : 2024-03-25 DOI: 10.19181/smtp.2024.6.1.8
Dmitry Sokolov
The article attempts to summarize the most significant approaches to understanding the digitalization of science. We proceed from the assumption that the development of theoretical models for assessing the “digital turn” will not only help to clarify the changes taking place in science, but will also allow us to better understand them, as well as possibly regulate various aspects of digitalization. We can say that by the 2010s at least four categories (or clusters) of approaches to the conceptualization of digitalization have developed, and each category often operates with its own definitions and a separate conceptual framework. This refers to scientometric, economic, information technology (IT) and sociological approaches to understanding the process of digitalization in science. Even a cursory comparison of their specific characteristics allows us to say that all the paradigms listed above have a number of common features and are based on several fundamental premises regarding the trends in the development of science and education, although an assessment of these trends, as well as an emphasis within each approach can differ significantly. We can single out three most large-scale complexes of phenomena that are in the focus of researchers in the field of digitalization of science: this is the formation of a global academic community thanks to digital services (1), the personalization of higher education (2) and the problem of digital inequality (3). The juxtaposition of these processes, thus, significantly changes several important features of science in general, forcing the academic community to raise questions about the definitions and essence of scientific knowledge once again.
本文试图总结理解科学数字化的最重要方法。我们的出发点是,建立评估 "数字化转向 "的理论模型不仅有助于澄清科学领域正在发生的变化,还能让我们更好地理解这些变化,并有可能对数字化的各个方面进行规范。我们可以说,到 2010 年代,至少已经形成了四类(或四组)数字化概念化方法,每一类通常都有自己的定义和独立的概念框架。这指的是用科学计量学、经济学、信息技术(IT)和社会学的方法来理解科学的数字化进程。即使对它们的具体特点进行粗略的比较,我们也可以说,上述所有范式都有一些共同 的特点,都基于科学和教育发展趋势的几个基本前提,尽管对这些趋势的评估以及每种方 法的侧重点可能有很大的不同。我们可以选出科学数字化领域研究人员关注的三个最大规模的现象综合体:即借助数字服务形成全球学术界(1)、高等教育个性化(2)和数字不平等问题(3)。因此,这些进程的并置极大地改变了科学的几个重要特征,迫使学术界再次对科学知识的定义和本质提出质疑。
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引用次数: 0
On the Value of a Scientific Document. Part 2 论科学文献的价值。第二部分
Pub Date : 2024-03-25 DOI: 10.19181/smtp.2024.6.1.9
V. Lazarev
After a critical consideration – through the prism of unspecified concepts of the value and quality of a scientific document – of examples of terminological confusion about the designation of a property of a scientific document represented by its citedness and use (that was given in the first part of the article), further consideration of the issue of the property being represented is provided. The need to continue the in-depth analysis and appropriate polemics as well as to strengthen the argument that the citedness of scientific documents directly represents their use, which, in its turn, represents their value, is caused by the fact that a number of experts either do not associate citation rate with value, or are indifferent to the issue of the property of documents represented by their citedness, or confuse the value of a document with its quality. Moreover, there is an authoritative point of view according to which the use is only one of the factors that cause scientific documents to be cited; while just access to experts' documents is considered, on the contrary, as an undoubted evidence of their use – though in this case it remains unknown whether the full text of the requested document would be at least briefly browsed by the user. The author gives a critical consideration of these issues. An opinion is expressed that a certain misunderstanding of the concept “use of a document” is due to its involuntary confusion with the traditional library concept “use of a library stock”. It is also shown that taking the philosophical notion of value for consideration can add even more confusion to the terminology used to denote a property of a scientific document represented by its citedness par excellence. The author makes an attempt to clarify the concepts and content of the terms “value of a scientific document” and “use of a scientific document”.
在通过科学文献的价值和质量的不明确概念的棱镜,批判性地审议了关于科学文献的引 用性和使用性所代表的属性的术语混乱的例子(这已在文章的第一部分给出)之后,对所代 表的属性问题进行了进一步的审议。之所以需要继续进行深入分析和适当的论战,以及加强科学文献的被引率直接代表其用途,而用途又代表其价值的论点,是因为许多专家要么不把被引率与价值联系起来,要么对文献的被引率所代表的属性问题漠不关心,要么把文献的价值与质量混为一谈。此外,还有一种权威观点认为,使用仅仅是导致科学文献被引用的因素之一;相反,仅仅获取专家文献则被认为是其使用的确凿证据--尽管在这种情况下,用户是否会至少短暂浏览过所需文献的全文仍是未知数。作者对这些问题进行了批判性的思考。作者认为,对 "使用文献 "概念的某种误解是由于它与传统图书馆概念 "使用图书馆库存 "不自觉地混淆了。此外,作者还指出,如果考虑到价值这一哲学概念,就会使用于表示科学文献属性的术语更加混乱,而这一属性就是其卓越的被引性。作者试图澄清 "科学文献的价值 "和 "科学文献的使用 "这两个术语的概念和内涵。
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引用次数: 0
The Problem of a Scientific Approach to Creating an Educational Project Development Ecosystem in a Senior School 在高中创建教育项目开发生态系统的科学方法问题
Pub Date : 2023-12-25 DOI: 10.19181/smtp.2023.5.4.5
Yury Gromyko, Elena Tebenkova, Irina Zaytseva
In the article, the authors analyze approaches to creating a developing educational ecosystem within the framework of modern senior school. The most important condition for the development of adolescents and their subjectivity in the research and project activities required by the Federal State Educational Standard is the creation of an educational project development environment. Besides a group of students mastering a uniform curriculum within the walls of a school, a child-adult educational and project community is formed there. This community independently initiates the content and development trajectory of its participants with access to the social and professional contexts. A project office can become an organizational core of an educational project development ecosystem. But in contrast to the managerial understanding of the project office as a project management tool, the authors consider the educational and project office at school as an initiating and consolidating system for developing a creative child-adult educational and project community and the organizational environment of its activities. Community incubation, according to the authors, is associated with a special work in the space of the student’s subjective reality: 1)in the space of the co-existential community of the project through the solution of various types of project tasks (the formation of educational and project subjectivity); 2) in jointly shared activities through initiating the transformation of forms of collaboration (mastering the very form of organizing joint project actions); 3) in the space of a professional choice situation through systematic reflection of the experience gained and designing an individual professional trajectory (sustainable professional choice).
在文章中,作者分析了在现代高中框架内创建发展教育生态系统的方法。按照《联邦国家教育标准》的要求,在研究和项目活动中培养青少年及其主体性的最重要条件是创造一个教育项目发展环境。除了一群学生在学校围墙内学习统一的课程外,还在学校内形成了一个儿童-成人教育和项目社区。这个社区通过进入社会和职业环境,独立地启动其参与者的内容和发展轨迹。项目办公室可以成为教育项目发展生态系统的组织核心。但与管理者将项目办公室理解为项目管理工具不同的是,作者认为学校的教育和项目办公室是一个启动和巩固系统,用于发展创造性的儿童-成人教育和项目社区及其活动的组织环境。作者认为,社区孵化与学生主观现实空间中的特殊工作有关:1)通过解决各种类型的项目任务(教育和项目主观性的形成),在项目共存社区的空间中;2)通过启动合作形式的转变(掌握组织联合项目行动的形式),在联合共享活动中;3)通过系统地反思所获得的经验和设计个人专业轨迹(可持续的专业选择),在专业选择情况的空间中。
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引用次数: 0
From the History of the Development of Russian Space Television 摘自《俄罗斯太空电视发展史
Pub Date : 2023-12-25 DOI: 10.19181/smtp.2023.5.4.9
Vasily Borisov
The article examines the activities for the development of the space television system in Russia. The date of birth of the national space television is October 7, 1959. It is the day of the beginning of the radio and television transmission of images of the far side of the Moon to Earth. In 1971, the international satellite communication and broadcasting system Intersputnik was created in the USSR. Soon after the beginning of its development, the control of the Earth from space for the purposes of space surveillance and aerospace defense became an important function of space television.
文章探讨了俄罗斯空间电视系统的发展活动。1959 年 10 月 7 日是国家空间电视台的诞生日。这一天是开始通过无线电和电视向地球传输月球远端图像的日子。1971 年,苏联创建了国际空间通信和广播系统。开始发展后不久,从太空控制地球以达到太空监视和航空航天防御的目的成为太空电视的一项重要功能。
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引用次数: 0
A Project to Purify Education of the Superficial and Return to the Roots. Review of the Joint Monograph “Modern Russian Education: Challenges and Answers” 净化教育肤浅、回归教育本源的计划。评论联合专著《现代俄罗斯教育:挑战与答案
Pub Date : 2023-12-25 DOI: 10.19181/smtp.2023.5.4.16
Evgeny Semenov, Aleksander Skazochkin
The monograph provides an analysis of the condition of the education system in Russia and the process of its renewal. The authors discuss issues of for-profit education, the training of professionals in the higher education system, the development of values, thinking and worldview of a person during the educational process in detail and consider the problems of reforming school education. They highlight the qualitative analysis of the state of the higher education system before and after Russia’s ratification the Bologna Declaration, outline the functional foundations of education in the Soviet period and formulate the results of the reform efforts of recent decades. The authors substantiate the conclusion that there has been no unified reform of Russian education – a well-targeted and working for the interests of the nation state and society – for the last thirty years. And there is still no such reform. There are only a number of reform trends coming from various initiators, and there are vague public proposals for what the future of Russian education should be. The authors predict that it will be developed as an independent structure in the global education services market under conditions of many determining factors.
专著分析了俄罗斯教育系统的状况及其革新进程。作者详细讨论了营利性教育、高等教育系统专业人员培训、教育过程中个人价值观、思维和世界观的发展等问题,并探讨了学校教育改革问题。他们着重对俄罗斯批准《博洛尼亚宣言》前后高等教育体系的状况进行了定性分析,概述了苏联时期教育的功能基础,并阐述了近几十年来的改革成果。作者证实了以下结论:在过去的三十年中,俄罗斯没有进行过统一的教育改革--目标明确、符合民族国家和社会利益的改革。而且现在也没有这样的改革。只有一些来自不同发起者的改革趋势,而对于俄罗斯教育的未来,公众的建议也很模糊。作者预测,在诸多决定性因素的作用下,俄罗斯教育将在全球教育服务市场中发展成为一个独立的结构。
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引用次数: 0
Outlines of the Science and Technology System: A Look into the Past for Forming Policy for the Development of the Next Generation Ecosystem. Part 1 科学技术体系概要:回顾过去,制定下一代生态系统发展政策。第 1 部分
Pub Date : 2023-12-25 DOI: 10.19181/smtp.2023.5.4.2
Askar Aryngazin
Overcoming stagnation in the scientific and technological system or, more broadly, in the national innovation ecosystem, which can be described as “the right researchers in a faulty system”, implies, as a start, an analysis of the existing structure, status and roles of its key elements. Strategic and framework planning as a way to allocate resources and determine actions to achieve national or regional goals can be undermined if national policies on the legal and regulatory environment, improvements in physical and institutional infrastructure, support programs and funding mechanisms do not provide a push in the right direction or, moreover, it does not develop and implement a comprehensive framework for innovation. By analyzing the traditional aspects of the state and recent changes in the country’s scientific and educational system and relying on independent opinions and a survey of primary sources conducted in 2022, in the context of international experience, we identify its current values and the models that produce these values in a mixed economy.
科技系统或更广泛地说,国家创新生态系统可以说是 "错误系统中的正确研究人员",要克服这种停滞不前的状况,首先就要对其关键要素的现有结构、地位和作用进行分析。如果有关法律和监管环境、物质和体制基础设施的改善、支持计划和筹资机制的国家政策不能提供正确的推动力,或者不能制定和实施全面的创新框架,那么作为分配资源和确定行动以实现国家或地区目标的一种方式的战略和框架规划就会受到破坏。通过分析国家科学和教育体系的传统方面和近期变化,并依靠独立意见和 2022 年进行的原始资料调查,我们结合国际经验,确定了其当前的价值以及在混合经济中产生这些价值的模式。
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引用次数: 0
Knowledge-based Capabilities of a Linguistic Neural Network 基于知识的语言神经网络能力
Pub Date : 2023-12-25 DOI: 10.19181/smtp.2023.5.4.10
Vladimir Rakin
Today, linguistic neural networks are penetrating all spheres of human activity, including science. This fact is generally considered positively, as it yields a clear economic payoff. According to popular predictions, the current generation of people will already face the emergence of advanced artificial intelligence (AI) developed on the basis of the GPT line of linguistic neural networks. They say that AI will surpass the human intelligence in all respects. However, these expectations seem to be inflated. The main reason lies in the fact that the domain of modern linguistic models of artificial intelligence is the language of human communication, but languages of intuitive thinking, without which the generation of new knowledge obviously does not occur, are not yet amenable to formalization by means of information technology. The purpose of the work was to evaluate the knowledge-based capabilities of the modern neural network ChatGPT-3.5 in the course of discussion of phenomena of different scales: the control means and the foundations of modern science in the West and in Russia and the problem of reversibility and irreversibility of time in physics reflected in the theories of crystal growth. Initially, a linguistic model is aimed at making an assertion that is as anticipated as possible. And this feature leads to the eclecticism of the whole set of responses related to the broad theme of a dialog. The results of communication with the neural network on a narrowly specialized topic have demonstrated its ignorance of a well-known physics problem and, more importantly, its inability to apply it to a theory of crystal growth where this problem is the key one. Preoccupations, unreasonable optimism or fears about AI that characterize the moods of contemporary society have so far had little to do with scientific practice, apart from the harm caused by the ever-increasing information noise in which neural networks are becoming involved.
如今,语言神经网络正在渗透到人类活动的各个领域,包括科学领域。这一事实被普遍认为是积极的,因为它带来了明显的经济回报。根据流行的预测,当代人将面临在语言神经网络 GPT 系列基础上开发的先进人工智能(AI)的出现。他们说,人工智能将在各方面超越人类智能。然而,这些期望似乎被夸大了。主要原因在于,现代人工智能语言模型的领域是人类交流的语言,而直觉思维的语言(没有直觉思维显然无法产生新知识)还无法通过信息技术实现形式化。这项工作的目的是,在讨论不同规模的现象过程中,评估现代神经网络 ChatGPT-3.5 的知识能力:西方和俄罗斯现代科学的控制手段和基础,以及晶体生长理论所反映的物理学中时间的可逆性和不可逆性问题。最初,语言模式的目的是提出尽可能预期的论断。这一特点导致了与对话大主题相关的整套回答的折衷性。与神经网络就一个狭隘的专业主题进行交流的结果表明,神经网络对一个众所周知的物理问题一无所知,更重要的是,它无法将其应用于晶体生长理论,而这个问题正是晶体生长理论的关键所在。对人工智能的先入为主、不合理的乐观或恐惧是当代社会的情绪特征,除了神经网络正在卷入的不断增加的信息噪音所造成的危害之外,迄今为止与科学实践几乎没有任何关系。
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引用次数: 0
Data Science in the System of Contemporary Scientific Knowledge. Review of the Book “Data Science Thinking: The Next Scientific, Technological and Economic Revolution” by Longbing Cao 当代科学知识体系中的数据科学。评论《数据科学思维:下一场科学、技术和经济革命》曹龙兵著
Pub Date : 2023-12-25 DOI: 10.19181/smtp.2023.5.4.13
Vadim Gureyev, N. Mazov
This paper reviews the book “Data Science Thinking: The Next Scientific, Technological and Economic Revolution” by Longbing Cao (ORCID: 0000-0003-1562-9429). He is a prominent Australian researcher specializing in informatics and wide range of current topical studies in machine learning, artificial intelligence, etc. Despite the large volume of the book, the author densely represent the formation of data science as a new discipline. This subject area demonstrates a number of unique features as compared to “traditional” sciences, i.e. a closer link between theory and practice, merging approaches from the humanities / social sciences and exact / natural sciences, as well as the possibility to study previously unknown and inaccessible phenomena. The book can generate interest among researchers of the history of science, as well as experts who work with data.
本文评述了曹龙兵(ORCID:0000-0003-1562-9429)所著的《数据科学思维:曹龙兵(ORCID:0000-0003-1562-9429)所著的《数据科学思维:下一场科学、技术和经济革命》一书。他是澳大利亚著名的信息学研究者,专门从事机器学习、人工智能等领域的广泛研究。尽管该书卷帙浩繁,但作者浓墨重彩地表现了数据科学作为一门新学科的形成。与 "传统 "科学相比,这一学科领域显示出许多独特之处,即理论与实践之间的联系更加紧密,融合了人文/社会科学和精密/自然科学的方法,以及研究以前未知和难以接近的现象的可能性。本书可引起科学史研究人员以及数据专家的兴趣。
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引用次数: 0
Freedom of Research Creativity as a Factor in Ensuring Russia’s Technological Sovereignty 科研创作自由是确保俄罗斯技术主权的因素之一
Pub Date : 2023-12-25 DOI: 10.19181/smtp.2023.5.4.1
Valentina Lapaeva
The purpose of the article is to analyze the possibilities for the fullest possible implementation of the provision on freedom of research creativity enshrined in Part 1 of Article 44 of the Constitution of the Russian Federation. Freedom of academic creativity is considered as one of the most important factors in ensuring the technological sovereignty of Russia. It is not given due attention by government authorities. From these standpoints, the author substantiates the thesis that freedom of scholarly creativity presupposes such an interpretation of the right to science, which includes, among other things, the obligation of the state to promote the development of science. Based on the method of legal and dogmatic interpretation of the Constitution of the Russian Federation, some directions for developing the right to science and filling it with specific legal content are determined. The idea of adopting a special code of laws on science as well as research and technological activities is substantiated. It would turn all legal regulations of this area into a single internally consistent framework. Special attention is paid to the role of international regulatory regimes of “soft law” as a factor influencing the research and technological policy of Russia and the need to take organizational measures for a more active inclusion of Russian researchers in the formation of global, regional and national agendas on relevant issues.
本文旨在分析最充分地落实《俄罗斯联邦宪法》第 44 条第 1 部分关于研究创作自由的规定的可能性。学术创作自由被视为确保俄罗斯技术主权的最重要因素之一。但政府当局并未给予应有的重视。从这些观点出发,作者证实了以下论点:学术创作自由的前提是对科学权的解释,其中包括国家促进科学发展的义务。在对《俄罗斯联邦宪法》进行法律和教条式解释的基础上,确定了发展科学权和赋予其具体法律内容的一些方向。通过一部关于科学以及研究和技术活动的专门法典的想法得到了证实。这将使该领域的所有法律规定成为一个内部一致的框架。特别关注 "软法律 "国际监管制度作为影响俄罗斯研究与技术政策的一个因素所发挥的作用,以及采取组织措施使俄罗斯研究人员更积极地参与全球、地区和国家相关问题议程的形成的必要性。
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引用次数: 0
Tenacious Stereotypes and Inflated Expectations. Review of the Book “Admiring the Academic Class: Reflection of the Social History of Soviet Science in Literature, Art and Public Rhetoric” by K. Frumkin 顽固的成见和膨胀的期望。对 K. Frumkin 所著《崇拜学术阶层:文学、艺术和公共修辞中对苏联科学社会史的反映》一书的评论:文学、艺术和公共修辞中对苏联科学社会史的反映》,作者 K. Frumkin
Pub Date : 2023-12-25 DOI: 10.19181/smtp.2023.5.4.12
Sergey Egerev
The review notes the significance of the monograph. In his book, the cultural studies scholar Konstantin Frumkin has collected unique materials on the evolution of the theme of science and scientists in Soviet (Russian) culture throughout the 20th century. The author develops two parallel story lines. The first line presents an analysis of the historical development of Russian science in the 20th century. The second line presents a detailed list of templates and stereotypes of the academic environment that have developed in art. It is shown that the most widespread and iconic in Soviet art is the representation of the positive character of scientist as a self-sacrificing enthusiast. Other stereotypes under discussion include scientists’ self-sacrifice and their fighting qualities which allow them to resist impostors in science. The themes of struggle with academic plagiarism and careerism were developed. Under the sign of state impatience and inflated expectations, the obligatory theme of the connection between science and production was elaborated. An important conclusion is drawn about the tenacity of stereotypes which were not hindered by the evolution of Soviet society’s attitude to science.
评论指出了这本专著的重要意义。文化研究学者康斯坦丁-弗鲁姆金在书中收集了有关整个 20 世纪苏联(俄罗斯)文化中科学和科学家主题演变的独特资料。作者以两条平行的故事线展开论述。第一条线分析了 20 世纪俄罗斯科学的历史发展。第二条线详细列举了在艺术中形成的学术环境模板和刻板印象。结果表明,苏联艺术中最普遍和最具代表性的是表现科学家作为自我牺牲的爱好者的积极性格。讨论中的其他定型观念包括科学家的自我牺牲精神和他们的战斗品质,这使他们能够抵制科学骗子。与学术剽窃和事业心作斗争的主题得到了发展。在国家不耐烦和期望过高的标志下,科学与生产之间的联系这一强制性主题得到了阐述。苏联社会对科学态度的演变并没有阻碍陈规定型观念的顽强存在,由此得出了一个重要结论。
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引用次数: 0
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Science Management: Theory and Practice
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