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Methods and Algorithms for Increasing Linked Data Expressiveness (Overview) 提高关联数据表达性的方法和算法(概述)
Pub Date : 2020-05-28 DOI: 10.26907/1562-5419-2020-23-4-808-834
O. Nevzorova
This review discusses methods and algorithms for increasing linked data expressiveness which are prepared for Web publication. The main approaches to the enrichment of ontologies are considered, the methods on which they are based and the tools for implementing the corresponding methods are described.The main stage in the general scheme of the related data life cycle in a cloud of Linked Open Data is the stage of building a set of related RDF- triples. To improve the classification of data and the analysis of their quality, various methods are used to increase the expressiveness of related data. The main ideas of these methods are concerned with the enrichment of existing ontologies (an expansion of the basic scheme of knowledge) by adding or improving terminological axioms. Enrichment methods are based on methods used in various fields, such as knowledge representation, machine learning, statistics, natural language processing, analysis of formal concepts, and game theory.
本文讨论了为网络发布而准备的提高关联数据表达性的方法和算法。考虑了丰富本体的主要方法,描述了它们所基于的方法和实现相应方法的工具。关联开放数据云中相关数据生命周期的一般方案的主要阶段是构建一组相关RDF三元组的阶段。为了提高数据的分类和质量分析,使用了各种方法来增加相关数据的表达能力。这些方法的主要思想是通过增加或改进术语公理来丰富现有的本体(扩展基本的知识体系)。浓缩方法基于各个领域使用的方法,如知识表示、机器学习、统计学、自然语言处理、形式概念分析和博弈论。
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引用次数: 0
Stability Studies of a Coupled Model to Perturbation of Initial Data 初始数据扰动下耦合模型的稳定性研究
Pub Date : 2020-05-28 DOI: 10.26907/1562-5419-2020-23-4-615-633
K. Belyaev, G. Mikhaylov, A. Salnikov, N. Tuchkova
The stability problem is considered in terms of the classical Lyapunov definition. For this, a set of initial conditions is set, consisting of their preliminary calculations, and the spread of the trajectories obtained as a result of numerical simulation is analyzed. This procedure is implemented as a series of ensemble experiments with a joint MPI-ESM model of the Institute of Meteorology M. Planck (Germany). For numerical modeling, a series of different initial values of the characteristic fields was specified and the model was integrated, starting from each of these fields for different time periods. Изучались экстремальные характеристики уровня океана за период 30 лет. The statistical distribution was built, the parameters of this distribution were estimated, and the statistical forecast for 5 years in advance was studied. It is shown that the statistical forecast of the level corresponds to the calculated forecast obtained by the model. The localization of extreme level values was studied and an analysis of these results was carried out. Numerical calculations were performed on the Lomonosov-2 supercomputer of Lomonosov Moscow State University.
稳定性问题是根据经典李雅普诺夫定义来考虑的。为此,设置了一组初始条件,包括它们的初步计算,并分析了数值模拟结果得到的轨迹的扩展。这一过程是通过德国普朗克气象研究所联合MPI-ESM模型进行的一系列集合实验来实现的。在数值模拟中,指定一系列不同的特征场初始值,并对模型进行整合,从每个特征场出发,进行不同的时间段。Изучалисьэкстремальныехарактеристикиуровняокеаназапериод30лет。建立了统计分布,估计了该分布的参数,并研究了提前5年的统计预测。结果表明,水位的统计预报结果与模型计算预报结果相吻合。对极值水平的局部化进行了研究,并对结果进行了分析。在莫斯科国立罗蒙诺索夫大学的罗蒙诺索夫-2超级计算机上进行了数值计算。
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引用次数: 0
Separating Input/Output Automata With Nondeterministic Behavior 具有不确定性行为的输入/输出自动机的分离
Pub Date : 2020-05-28 DOI: 10.26907/1562-5419-2020-23-4-634-655
I. B. Bourdonov, N. Yevtushenko, A. Kossatchev
When deriving tests for checking functional and nonfunctional requirements for components of control systems, the notion of separablity becomes very important that is used for distinguishing the fault-free component from a faulty one. In order to do this, proper separating sequences are utilized. Such sequences are well studied for complete and deterministic Finite State Machines but components of control systems can be only partially described and their behavior can be nondeterministic. In this paper, we consider the formal model of Input/Output automata, introduce the notion of a separating sequence for two such automata and propose an approach for deriving such a separating sequence.
当为检查控制系统组件的功能和非功能需求而进行测试时,可分离性的概念变得非常重要,它用于区分无故障组件和有故障组件。为了做到这一点,使用了适当的分离序列。这种序列在完全和确定性有限状态机中得到了很好的研究,但控制系统的组件只能部分描述,它们的行为可能是不确定的。本文考虑了输入/输出自动机的形式模型,引入了两个输入/输出自动机的分离序列的概念,并提出了一种导出这种分离序列的方法。
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引用次数: 2
Application of Supercomputer Technologies for Long-Term Modeling of Permafrost Boundaries in the Oil and Gas Fields of the Arctic 超级计算机技术在北极油气田永久冻土边界长期模拟中的应用
Pub Date : 2020-05-28 DOI: 10.26907/1562-5419-2020-23-4-848-865
M. Filimonov, N. Vaganova, E. Akimova, V. Misilov
A model of propagation of thermal fields in permafrost from various engineering objects operating in Arctic regions is considered. The proposed model includes the most significant technical and climatic parameters affecting the formation of thermal fields in the surface layer of the soil. The main objective of the study is a long-term forecasting of changes in the dynamics of permafrost boundaries during operation of cluster sites of northern oil and gas fields. Such a forecast is obtained by simulation of complex system consisting of heat or cold sources and frozen soil, thawing of which can lead to the loss of the bearing capacity and possible technogenic and environmental accidents. For example, the sources of heat can be production wells, and the sources of cold can be seasonal cooling devices that are used to stabilize the soil. To minimize the impact of heat sources on permafrost, various options for thermal insulation are used, and to preserve the original temperature regime of the top layer of soil, riprap materials consisting of sand, concrete, foam concrete, or other heat insulating material are used. The developed set of programs was used in the design of 12 northern oil and gas fields. To solve the described problem in a complex three-dimensional area, substantial computational resources are required. The computing time of one variant can often exceed 10–20 hours of machine time on a supercomputer. To speed up the numerical calculations, multi-core processors are used. Numerical calculations illustrate the possibility of a developed set of programs for making long-term forecasts for determining changes in the boundaries of the permafrost zones, and show that on multi-core processors it is possible to achieve acceleration close to the theoretical one.
考虑了在北极地区运行的各种工程对象在多年冻土中的热场传播模型。所提出的模型包括影响土壤表层热场形成的最重要的技术和气候参数。研究的主要目的是长期预测北方油气田群场运行过程中多年冻土边界的动态变化。这种预报是通过模拟由热源或冷源和冻土组成的复杂系统得到的,冻土的融化会导致承载能力的丧失,并可能发生技术和环境事故。例如,热源可以是生产井,冷源可以是用于稳定土壤的季节性冷却装置。为了尽量减少热源对永久冻土层的影响,使用了各种隔热材料,为了保持土壤表层的原始温度状态,使用了由沙子、混凝土、泡沫混凝土或其他隔热材料组成的抛石材料。该方案已应用于北方12个油气田的设计。为了在复杂的三维区域中解决所描述的问题,需要大量的计算资源。一个变体的计算时间通常可以超过超级计算机上10-20小时的机器时间。为了提高数值计算的速度,采用了多核处理器。数值计算表明,开发了一套程序,可以为确定永久冻土带边界的变化进行长期预报,并表明在多核处理器上可以实现接近理论的加速度。
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引用次数: 0
Monitoring Mobile Information Processing Systems 监测移动信息处理系统
Pub Date : 2020-05-28 DOI: 10.20948/abrau-2019-81
O. Panarin, Igor Zacharov
We describe the implementation of the monitoring for the IT systems at the core of the autonomous driving vehicle. The role of the monitoring is to assist in decision to start the driving cycle and continuous assessment for the fitness to drive the vehicle. The requirements for the monitoring system with the increased resiliency and data replication make it sufficiently different from standard monitoring systems and warrant a unique implementation tuned for the autonomous driving requirements. The monitoring system combines the OS events and real-time measurements of sensor data. The information is stored in flat files for emergency access as well as in a Time Series Data Base (TSDB).
我们描述了自动驾驶汽车核心IT系统监控的实现。监测的作用是协助决定开始驾驶周期和持续评估是否适合驾驶车辆。对监控系统的要求具有更高的弹性和数据复制能力,这使其与标准监控系统完全不同,并保证了针对自动驾驶需求进行独特调整的实现。监控系统结合了操作系统事件和传感器数据的实时测量。信息存储在平面文件中以备紧急访问,也存储在时间序列数据库(TSDB)中。
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引用次数: 2
Refal on Server Side 服务器端拒绝
Pub Date : 2020-05-28 DOI: 10.26907/1562-5419-2020-23-4-697-707
A. Gusev
This work is devoted to the description of the project of updating the technology of algorithmic language application created in the USSR in the 60s of the XX century by V. F. Turchin. The language was originally intended for various logical transformations primarily of text material. In practice, the scope was wider: machine translation, optimization and compilation of programs, proof of theorems, modeling of complex electronic circuits, solving a number of problems of artificial intelligence. The language now has a sufficient number of followers, mainly in scientific circles.The objective of the described project is to create a product that allows the use of Refal in modern mass applications and to expand the range of its potential users to the entire Internet. A survey of the community of users and developers of Refal was conducted in order to get an idea of the current state of Affairs, current implementations and ways of language development. Possible means of project implementation were considered. No information was received on similar developments under way.
本作品致力于描述V. F. Turchin在20世纪60年代创建于苏联的算法语言应用技术的更新项目。该语言最初主要用于文本材料的各种逻辑转换。在实践中,涉及的范围更广:机器翻译、程序的优化和编译、定理的证明、复杂电子电路的建模、解决许多人工智能问题。这种语言现在有足够多的追随者,主要是在科学界。所描述的项目的目标是创建一个允许在现代大规模应用程序中使用Refal的产品,并将其潜在用户的范围扩展到整个Internet。对Refal的用户和开发者社区进行了调查,以了解当前的事态、当前的实现和语言开发方式。审议了项目执行的可能手段。没有收到关于正在进行的类似事态发展的资料。
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引用次数: 0
Web Based System for Program Analysis and Transformation in Optimizing Parallelizing System 基于Web的并行系统优化程序分析与转换系统
Pub Date : 2020-05-28 DOI: 10.26907/1562-5419-2020-23-4-576-593
A. Bagly
Experience of designing different variants for web-based development environment (IDE) for Optimizing parallelizing system and compiler for reconfigurable architecture is described. Designed system is based on existing tools and frameworks such as Jupyter Notebook and Eclipse Che. Set of requirements for Optimizing parallelizing system components is developed to make it possible to integrate them into web-based development environment accessible through the Internet. Designing portable environment for compiler development, compiler technology demonstration and teaching parallel program development is also described. Examples of performing newly developed program transformations are shown to be used during program optimizations for FPGA inside the designed web environment. Means of program transformation visualization are described for use with Jupyter Notebook. The work shown demonstrates possibility to organize remote access to library of instruments and tools for program optimizations currently under development that would be convenient for application developers.
介绍了基于web的开发环境(IDE)的不同变体的设计经验,以优化并行化系统和可重构体系结构的编译器。设计的系统是基于现有的工具和框架,如Jupyter Notebook和Eclipse Che。开发了一组优化并行化系统组件的需求,以使将它们集成到通过Internet访问的基于web的开发环境中成为可能。介绍了编译器开发的可移植环境设计、编译器技术演示和并行程序开发教学。执行新开发的程序转换的示例显示用于在设计的web环境中对FPGA进行程序优化。在Jupyter Notebook中描述了程序转换可视化的方法。所展示的工作展示了组织对当前正在开发的程序优化的仪器和工具库的远程访问的可能性,这将方便应用程序开发人员。
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引用次数: 0
Building a Publishing Toolkit for Multimedia Sciece Journals 构建多媒体科学期刊出版工具包
Pub Date : 2020-05-09 DOI: 10.26907/1562-5419-2020-23-3-292-314
N. Borisov, V. Zakharkina, I. Mbogo, D. Prokudin, P. Shcherbakov
This article discusses approaches to the creation of an electronic scientific journal tool platform that provides the publication of multimedia materials through a web interface. The problems associated with the need to include multimedia data of different types are described and a working prototype of the multimedia of the scientific journal is presented.
本文讨论了创建电子科学期刊工具平台的方法,该平台通过web界面提供多媒体材料的出版。描述了与需要包含不同类型的多媒体数据相关的问题,并提出了科学期刊多媒体的工作原型。
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引用次数: 0
Strong and Weak Relations in the Academic Web 学术网络中的强弱关系
Pub Date : 2020-05-09 DOI: 10.26907/1562-5419-2020-23-3-526-542
A. Pechnikov
The web graph is the most popular model of real Web fragments used in Web science. The study of communities in the web graph contributes to a better understanding of the organization of the fragment of the Web and the processes occurring in it. It is proposed to allocate a communication graph in a web graph containing only those vertices (and arcs between them) that have counter arcs, and in it to investigate the problem of splitting into communities. By analogy with social studies, connections realized through edges in a communication graph are proposed to be called "strong" and all others "weak". Thematic communities with meaningful interpretations are built on strong connections. At the same time, weak links facilitate communication between sites that do not have common features in the field of activity, geography, subordination, etc., and basically preserve the coherence of the fragments of the Web even in the absence of strong links. Experiments conducted for a fragment of the scientific and educational Web of Russia show the possibility of meaningful interpretation of the results and the prospects of such an approach.
web图是web科学中最常用的真实web片段模型。对网络图中社区的研究有助于更好地理解网络片段的组织和其中发生的过程。提出在网络图中分配一个通信图,其中只包含那些具有反弧的顶点(以及它们之间的弧),并在其中研究分裂成社区的问题。与社会研究类似,在交际图中,通过边缘实现的联系被称为“强”,其他的都是“弱”。有意义的主题社区建立在牢固的联系上。同时,弱链接促进了在活动领域、地理位置、从属关系等方面不具有共同特征的站点之间的交流,即使在没有强链接的情况下,也基本保持了Web碎片的连贯性。对俄罗斯科学和教育网络的一个片段进行的实验显示了对结果进行有意义解释的可能性以及这种方法的前景。
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引用次数: 0
Leveraging Semantic Markups for Incorporating External Resources Data to the Content of a Web Page 利用语义标记将外部资源数据合并到Web页面的内容
Pub Date : 2020-05-09 DOI: 10.26907/1562-5419-2020-23-3-494-513
E. L. Kitaev, R. Skornyakova
The semantic markups of the World Wide Web have accumulated a large amount of data and their number continues to grow. However, the potential of these data is, in our opinion, not fully utilized. The semantic markups contents are widely used by search systems, partly by social networks, but the usual approach to using that data by application developers is based on converting data to RDF standard and executing SPARQL queries, which requires good knowledge of this language and programming skills. In this paper, we propose to leverage the semantic markups available on the Web to automatically incorporate their contents to the content of other web pages. We also present a software tool for implementing such incorporation that does not require a web page developer to have knowledge of any programming languages ​​other than HTML and CSS. The developed tool does not require installation, the work is performed by JavaScript plugins. Currently, the tool supports semantic data contained in the popular types of semantic markups “microdata” and JSON-LD, in the tags of HTML documents and the properties of Word and PDF documents.
万维网的语义标记已经积累了大量的数据,其数量还在不断增长。然而,在我们看来,这些数据的潜力没有得到充分利用。语义标记内容广泛用于搜索系统,部分用于社交网络,但是应用程序开发人员使用该数据的通常方法是基于将数据转换为RDF标准并执行SPARQL查询,这需要良好的语言知识和编程技能。在本文中,我们建议利用Web上可用的语义标记来自动将其内容合并到其他Web页面的内容中。我们还提供了一种软件工具来实现这种整合,它不需要网页开发人员具备除HTML和CSS以外的任何编程语言知识。开发的工具不需要安装,工作是由JavaScript插件执行的。目前,该工具支持流行的语义标记类型“微数据”和JSON-LD、HTML文档的标记以及Word和PDF文档的属性中包含的语义数据。
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引用次数: 0
期刊
Russ. Digit. Libr. J.
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