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Materials Data Typology 材料数据类型
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2023-09-01 DOI: 10.3103/S000510552303007X
A. O. Erkimbaev, V. Yu. Zitserman, G. A. Kobzev
{"title":"Materials Data Typology","authors":"A. O. Erkimbaev,&nbsp;V. Yu. Zitserman,&nbsp;G. A. Kobzev","doi":"10.3103/S000510552303007X","DOIUrl":"10.3103/S000510552303007X","url":null,"abstract":"<p>Technologies for storing and processing vast amounts of data have opened a new stage in the development of materials science, based on the application of artificial intelligence methods to the results of many years of research. Large volumes of heterogeneous data combined with powerful analytic facilities have allowed us to significantly expand the range and rate of production of research in comparison with empirical methods of selecting materials with specified properties. The emphasis is placed on the specifics of these data, which mainly determines the level and capabilities of information technologies in modern materials science. Their main features are revealed, which guarantee sufficient completeness of the information needed for creating and using various materials. These features include coverage, along with properties, of data on the microstructure and technology of the material; a large amount of qualitative information; and semistructured data type, i.e., the absence of a regular presentation scheme. Using the example of a number of infrastructure projects, the potential of management of materials science data taking into account their volume, logical structure and format are considered.</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":null,"pages":null},"PeriodicalIF":0.5,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45273777","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: 0
Some Features of Intelligent Analysis of Empirical Data Collections Updated with New Information, but Limited in Size 用新信息更新但规模有限的经验数据集的智能分析的一些特征
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2023-09-01 DOI: 10.3103/S0005105523030093
M. I. Zabezhailo, A. V. Amentes
{"title":"Some Features of Intelligent Analysis of Empirical Data Collections Updated with New Information, but Limited in Size","authors":"M. I. Zabezhailo,&nbsp;A. V. Amentes","doi":"10.3103/S0005105523030093","DOIUrl":"10.3103/S0005105523030093","url":null,"abstract":"<p>This paper discusses certain possibilities and limitations of the use of mathematical models and methods of computer data analysis in the processing of collections of empirical data, which are open, replenished with new elements but limited in size. The characteristics of the statistical methods of data analysis, artificial neural networks, and methods based on interpolation-extrapolation techniques for identifying empirical cause-and-effect dependencies hidden in the analyzed data are considered.</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":null,"pages":null},"PeriodicalIF":0.5,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45641053","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: 0
Features of Automation of Information Search in the Design of Technical Objects Using Their Digital Twins 数字孪生技术对象设计中信息检索自动化的特点
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2023-09-01 DOI: 10.3103/S0005105523030081
V. N. Shvedenko, O. V. Shchekochikhin, Y. A. Sinkevich, A. A. Volkov
{"title":"Features of Automation of Information Search in the Design of Technical Objects Using Their Digital Twins","authors":"V. N. Shvedenko,&nbsp;O. V. Shchekochikhin,&nbsp;Y. A. Sinkevich,&nbsp;A. A. Volkov","doi":"10.3103/S0005105523030081","DOIUrl":"10.3103/S0005105523030081","url":null,"abstract":"<div><p>The development of a new methodology for the search and use of scientific and technical information from a wide class of electronic resources to improve the design efficiency of new models, modifications, and implementations of technical products is proposed. Verification of the possibilities for achieving the tactical and technical characteristics of scientific and technical products is conducted through virtual experiments as recommended in the scientific and technical literature and the documentation of innovations. To implement effective search, it is proposed to create an information system for the continuous monitoring of scientific journals, patents, sites of manufacturers of components, materials, and so on. A schematic diagram of the information system for searching for scientific and technical information is presented. A fragment of an information and search system based on a microservice architecture is shown.</p></div>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":null,"pages":null},"PeriodicalIF":0.5,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49043684","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: 0
Implementation of a Plausible Reasoning in the Prolog Programming Language Prolog程序设计语言中合理推理的实现
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2023-09-01 DOI: 10.3103/S0005105523030068
E. A. Efimova
{"title":"Implementation of a Plausible Reasoning in the Prolog Programming Language","authors":"E. A. Efimova","doi":"10.3103/S0005105523030068","DOIUrl":"10.3103/S0005105523030068","url":null,"abstract":"<div><p>Features of the representation of a plausible reasoning in various implementations of the logical programming language Prolog are considered. A number of computer applications developed in Prolog are described, which contain examples of practical use of the JSM method of automatic research support.</p></div>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":null,"pages":null},"PeriodicalIF":0.5,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48962434","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: 0
Classification of Bibliographic References to Determine the Mutual Influence of Large Areas of Knowledge 书目参考文献分类以确定大知识领域的相互影响
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2023-06-13 DOI: 10.3103/S0005105523020061
R. S. Gilyarevskii, A. N. Libkind, I. A. Libkind
{"title":"Classification of Bibliographic References to Determine the Mutual Influence of Large Areas of Knowledge","authors":"R. S. Gilyarevskii,&nbsp;A. N. Libkind,&nbsp;I. A. Libkind","doi":"10.3103/S0005105523020061","DOIUrl":"10.3103/S0005105523020061","url":null,"abstract":"<p>This paper discusses the structure of the list of the thematic categories of the Web of Science in connection with the incorrectness of calculations of the number of profiling publications contained in them, as well as a possible way out of the situation using bibliographic references. It is established that the comparison of citations between large sections of science confirms the strengthening of the mutual influence of the natural and social sciences and the humanities in interdisciplinarity of research.</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":null,"pages":null},"PeriodicalIF":0.5,"publicationDate":"2023-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41252901","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: 0
Existence of Large Sublattices Isomorphic to Boolean Algebra in a Candidate Lattice 候选格中与布尔代数同构的大子格的存在性
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2023-06-13 DOI: 10.3103/S0005105523020097
D. Vinogradov
{"title":"Existence of Large Sublattices Isomorphic to Boolean Algebra in a Candidate Lattice","authors":"D. Vinogradov","doi":"10.3103/S0005105523020097","DOIUrl":"10.3103/S0005105523020097","url":null,"abstract":"<p>Algebraic machine learning has emerged as a way to overcome the need to generate a (potentially exponential) lattice of all candidates (as, for example, in the case of Boolean algebra). In this paper, it is proven that for a random training sample generated by the Bernoulli sequence, the probability that a large sublattice will arise in the lattice of candidates isomorphic to Boolean algebra will tend to unity as the sample size increases.</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":null,"pages":null},"PeriodicalIF":0.5,"publicationDate":"2023-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41274609","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: 1
Application of the JSM Method of Automated Research Support to Predict Diabetes Development in Patients with Chronic Pancreatitis 自动研究支持的JSM方法在预测慢性胰腺炎患者糖尿病发展中的应用
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2023-06-13 DOI: 10.3103/S0005105523020085
O. P. Shesternikova, V. K. Finn, K. A. Lesko, L. V. Vinokurova
{"title":"Application of the JSM Method of Automated Research Support to Predict Diabetes Development in Patients with Chronic Pancreatitis","authors":"O. P. Shesternikova,&nbsp;V. K. Finn,&nbsp;K. A. Lesko,&nbsp;L. V. Vinokurova","doi":"10.3103/S0005105523020085","DOIUrl":"10.3103/S0005105523020085","url":null,"abstract":"<p>The article describes the application of algorithmic tools for finding empirical regularities using the JSM method of automated research support to an array of patients for studying type 3c (pancreatogenic) diabetes mellitus. A generalized method, representing the ternary predicate of causality (cause–set of brakes for the cause–effect), is used to find empirical regularities for the first time.</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":null,"pages":null},"PeriodicalIF":0.5,"publicationDate":"2023-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48228351","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
Conception and Linguistic Means of Representation and Knowledge Processing at the Semantic Level 概念、语言表示方法和语义层面的知识处理
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2023-06-13 DOI: 10.3103/S0005105523020073
G. Sergievsky, M. Sergievsky
{"title":"Conception and Linguistic Means of Representation and Knowledge Processing at the Semantic Level","authors":"G. Sergievsky,&nbsp;M. Sergievsky","doi":"10.3103/S0005105523020073","DOIUrl":"10.3103/S0005105523020073","url":null,"abstract":"<div><div><h3>\u0000 <b>Abstract</b>—</h3><p>The requirements that knowledge representation languages must meet are determined. It is concluded that the reasons for the failures of previous projects within the knowledge-based systems paradigm are the lack of knowledge representation languages focused on processing knowledge expressed in a conceptual form. The main elements of the system are the knowledge base, the database, and the inference machine. Facts are stored in a database in the form of a network of instances of concepts; universal knowledge is presented in the form of an ontology of the domain area, consisting of a set of definitions of concepts, integrity conditions, and rules. The tools of ontology definition allow solving the problem of describing the semantics of concepts using the concept model of the representation/content type, which allows representing and processing information at the semantic level. The advantage of the proposed approach is the possibility of using the same language for entering not only facts and queries but also for defining concepts and rules.</p></div></div>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":null,"pages":null},"PeriodicalIF":0.5,"publicationDate":"2023-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48766491","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: 0
Control Systems: Intellectualization As a Response to Challenges of the Big Data Era 控制系统:智能化应对大数据时代的挑战
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2023-06-13 DOI: 10.3103/S0005105523020048
M. I. Zabezhailo
{"title":"Control Systems: Intellectualization As a Response to Challenges of the Big Data Era","authors":"M. I. Zabezhailo","doi":"10.3103/S0005105523020048","DOIUrl":"10.3103/S0005105523020048","url":null,"abstract":"<div><div><h3>\u0000 <b>Abstract</b>—</h3><p>This article analyzes the problem of processing massive amounts of data under strict time constraints in control systems. One strategy for solving this problem involves the use of artificial intelligence (AI) technologies. The range of mathematical models traditionally used in control systems has been supplemented by AI-based solutions that involve computer-oriented formalizations of strategies used by human experts to solve problems of this type: so-called interpolation/extrapolation (I/E) models. This article discusses certain significant features of I/E-type solutions, in particular, their ability to generate effective solutions in open big data environments (where the behavior of the control object is not characterized by a single NORMAL state), the problem of identifying stable (inheritable) solutions in the set of permissible solutions when updating empirical data on behaviors of the control object, and finally the problem of identifying empirical dependencies of a causal nature in the current data to compile informal interpretations of alternatives (recommendations) generated by the digital control system to be presented to decision makers (DMs).</p></div></div>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":null,"pages":null},"PeriodicalIF":0.5,"publicationDate":"2023-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41568953","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: 0
Domain Delineation of an Emerging Field of Interdisciplinary Research Using Scientometric Methods: Case Study of Exposomics 用科学计量学方法描述一个新兴的跨学科研究领域:暴露组学的案例研究
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2023-06-13 DOI: 10.3103/S0005105523020024
B. L. Milman, I. K. Zhurkovich
{"title":"Domain Delineation of an Emerging Field of Interdisciplinary Research Using Scientometric Methods: Case Study of Exposomics","authors":"B. L. Milman,&nbsp;I. K. Zhurkovich","doi":"10.3103/S0005105523020024","DOIUrl":"10.3103/S0005105523020024","url":null,"abstract":"<div><div><h3>\u0000 <b>Abstract</b>—</h3><p>This article presents an analysis of citation and co-citation in exposomics, an emerging interdisciplinary field of biomedical, biochemical, and other research related to environmental impacts on health. Exposomics is adjacent to several research fronts (genomics and metabolomics). Distinct research subfields in the considered area are defined based on clusters of highly cited and highly co-cited documents from the Google Scholar database, together with the corresponding citing publications. By varying the co-citation threshold, research subfields can be distinguished: a general area focused on developing the concept of exposome and individual specialized subfields. The problem of delineation of research topics within interdisciplinary research monitoring is discussed.</p></div></div>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":null,"pages":null},"PeriodicalIF":0.5,"publicationDate":"2023-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46958231","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: 0
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