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“Turklang” Linguistic Knowledge Graph for Creation of Tools for Teaching Turkic Languages 创建突厥语教学工具的 "突厥语 "语言知识图谱
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2025-03-23 DOI: 10.3103/S0005105525700153
A. R. Gatiatullin, N. A. Prokopyev
{"title":"“Turklang” Linguistic Knowledge Graph for Creation of Tools for Teaching Turkic Languages","authors":"A. R. Gatiatullin,&nbsp;N. A. Prokopyev","doi":"10.3103/S0005105525700153","DOIUrl":"10.3103/S0005105525700153","url":null,"abstract":"<p>This article presents elements of the “Turklang” linguistic knowledge graph developed at the Institute of Applied Semiotics of the Academy of Sciences of Tatarstan and used as a basis for creating a number of linguistic resources and tools: the “Turkic Morpheme” portal, the “Tugan Tel” electronic corpus of the Tatar language, linguistic processors. Creating an educational environment requires subject-oriented knowledge graphs, for which methods of general and open graphs are not suitable. This paper describes linguistic knowledge graphs, which reflect, on the one hand, potential capabilities of Turkic languages, and on the other hand, examples of actual use in texts. Peculiarity of these knowledge graphs is that they contain linguistic units of different linguistic levels and concepts corresponding to meanings of these linguistic units, which are built into a single model of the linguistic knowledge graph. Structure of this knowledge graph allows to formulate the content of a training course, build an individual educational trajectory, as well as create tests and tools of automated answer grading as part of knowledge control when teaching Turkic languages. This makes it possible to subsequently develop, based on these graphs, training programs taking into account the structural and functional features of the Turkic languages and also contributes to the implementation of individual goals of students.</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":"58 3 supplement","pages":"S95 - S101"},"PeriodicalIF":0.5,"publicationDate":"2025-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143676219","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
Multidimensional Geometry in Elective Courses for Secondary School and First-Year University Students
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2025-03-23 DOI: 10.3103/S0005105525700220
V. V. Shurygin, V. V. (Jr.) Shurygin
{"title":"Multidimensional Geometry in Elective Courses for Secondary School and First-Year University Students","authors":"V. V. Shurygin,&nbsp;V. V. (Jr.) Shurygin","doi":"10.3103/S0005105525700220","DOIUrl":"10.3103/S0005105525700220","url":null,"abstract":"<p>Some approaches to teaching multidimensional geometry in elective courses aimed at developing multidimensional geometric intuition in school and university students are considered. Special attention is paid to using groups of transformations to study the geometry of regular polyhedra.</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":"58 3 supplement","pages":"S150 - S162"},"PeriodicalIF":0.5,"publicationDate":"2025-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143676498","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
Automated System for Numerical Similarity Evaluation of Android Applications
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2025-03-23 DOI: 10.3103/S0005105525700207
V. V. Petrov
{"title":"Automated System for Numerical Similarity Evaluation of Android Applications","authors":"V. V. Petrov","doi":"10.3103/S0005105525700207","DOIUrl":"10.3103/S0005105525700207","url":null,"abstract":"<p>This paper is devoted to the design and development of a system for automating numerical similarity assessment of Android applications. The task of the evaluation of application similarity is reduced to the similarity evaluation of sets of control flow graphs constructed based on code from classes.dex files of applications. The similarity value was calculated based on the similarity matrix. The algorithms of graph editing and Levenshtein distance were used to compare control flow graphs. The application similarity criteria were formulated, and their representation forms were investigated. Types of Android application models and methods of their construction are presented. A prototype of the system for automating the numerical evaluation of Android-applications similarity is developed. Optimization of the software solution is performed with the help of parallel programming tools. Experiments are carried out, and a conclusion is drawn concerning the ability of the developed system to detect similarities between Android applications.</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":"58 3 supplement","pages":"S131 - S142"},"PeriodicalIF":0.5,"publicationDate":"2025-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143676496","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
On the Serious and the Funny in Science (Based on Materials of Digital Libraries)
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2025-03-23 DOI: 10.3103/S0005105525700141
Y. E. Polak
{"title":"On the Serious and the Funny in Science (Based on Materials of Digital Libraries)","authors":"Y. E. Polak","doi":"10.3103/S0005105525700141","DOIUrl":"10.3103/S0005105525700141","url":null,"abstract":"<p>Digital libraries (DLs) and archives accumulate gigantic volumes of information. The goal of this work is, without trying to cover this immensity, to attempt, using a relatively small number of striking examples, to trace how issues of scientific creativity are reflected in DLs; to discuss and dispel stereotypical ideas about scientists as unsociable, pedantic formalists or eccentric, absent-minded persons; and to show how the peculiarities of scientists’ thought processes combined with high intelligence can cause misunderstanding in everyday life. At the same time, these qualities combined with originality of thinking, sometimes becoming a paradox, are manifested in non-standard approaches to problems, non-trivial solutions, and an ironic attitude towards the surrounding reality. As a result, along with serious results, unexpected associations and analogies, jokes, witticisms, and anecdotes are born. The paper provides examples of the creativity of scientists in the professional field as well as works in genres such as science fiction, utopia, humor, and art song. Materials from more than 20 DLs were used.</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":"58 2 supplement","pages":"S79 - S93"},"PeriodicalIF":0.5,"publicationDate":"2025-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143676537","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
Ontology of the Universal Subspace of Common Digital Space of Scientific Knowledge 科学知识通用数字空间的通用子空间本体论
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2025-03-23 DOI: 10.3103/S0005105525700062
S. A. Vlasova, N. E. Kalenov, A. N. Sotnikov
{"title":"Ontology of the Universal Subspace of Common Digital Space of Scientific Knowledge","authors":"S. A. Vlasova,&nbsp;N. E. Kalenov,&nbsp;A. N. Sotnikov","doi":"10.3103/S0005105525700062","DOIUrl":"10.3103/S0005105525700062","url":null,"abstract":"<p>The work develops research conducted by the authors in the field of creating a Common Digital Space for Scientific Knowledge (CDSSK). Previous research has proposed a unified structure for representing the ontology of CDSSK elements (subspaces, classes and attributes of objects, and relationships between objects or attributes). In the modeling of ontology using the example of the universal and a number of thematic subspaces of the CDSSK, the need for some adjustments to the structure of the ontology regarding CDSSK directories was identified to ensure the possibility of nested described data attributes. In addition, the concept of “data attribute value dictionary type” was introduced into the ontology, and two types of dictionaries were defined: “static” and “dynamic.” This information makes it possible to simplify formal–logical control algorithms when generating CDSSK content. An indication of the dictionary type has been introduced to the structure of object attribute directories. The presented work describes the modified structure of the ontology using the example of 11 auxiliaries and 10 subject classes of the CDSSK universal subspace. Examples of directories of each class, built in accordance with the ontology structure model, a list of object attributes and examples of static dictionaries are given.</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":"58 1 supplement","pages":"S10 - S16"},"PeriodicalIF":0.5,"publicationDate":"2025-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143676533","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
On Reflection Causality in Medicine in JSM Method of Automated Research Support (Evidence from a Study of Establishing a Link between Negative Schizophrenia and Genetic Parameters)
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2025-02-17 DOI: 10.3103/S0005105524700407
O. P. Shesternikova, E. F. Fabrikantova, D. V. Romanov
{"title":"On Reflection Causality in Medicine in JSM Method of Automated Research Support (Evidence from a Study of Establishing a Link between Negative Schizophrenia and Genetic Parameters)","authors":"O. P. Shesternikova,&nbsp;E. F. Fabrikantova,&nbsp;D. V. Romanov","doi":"10.3103/S0005105524700407","DOIUrl":"10.3103/S0005105524700407","url":null,"abstract":"<p>In this paper, we consider some approaches to causality in epistemology and their connection with JSM method of automated research support (JSM method ARS). The JSM method ARS is able to detect various types of cause-and-effect dependencies in data using appropriate strategies. Some approaches to causality in medicine (uniqueness of a cause, multiple causes, and independent causes) and their reflection in JSM method ARS are presented. Using a research of establishing a link between negative schizophrenia and genetic parameters as a case study, it is shown the choice of an appropriate type of causality determined in JSM method ARS using strategies. In the research under consideration, two strategies of JSM method ARS were used: one with the method of simple similarity with a ban on counterexample and the one with the generalized method. The application of the first method demonstrated a low rate of explainability of the initial data array by the generated hypotheses, which does not satisfy the criterion of abductive acceptance of hypotheses. The application of the generalized method improved the explanatory rates, which may indicate a more successful representation of the relationship between genetic parameters and the disease studied in the research. This representation is associated with the ternary similarity relation underlying the generalized method: “cause—set of brakes (blockers) of the cause—effect.”</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":"58 6","pages":"461 - 466"},"PeriodicalIF":0.5,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143430862","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
Structural and Functional Modeling in Event-Driven Process Methodology (EPM) Notation As a Tool for Generation of Program Code Simulating Process Activities
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2025-02-17 DOI: 10.3103/S0005105524700389
L. A. Mylnikov, A. D. Saltykova
{"title":"Structural and Functional Modeling in Event-Driven Process Methodology (EPM) Notation As a Tool for Generation of Program Code Simulating Process Activities","authors":"L. A. Mylnikov,&nbsp;A. D. Saltykova","doi":"10.3103/S0005105524700389","DOIUrl":"10.3103/S0005105524700389","url":null,"abstract":"<p>This paper addresses the problem of the objective assessment of information processing effectiveness based on digital twins. A method was designed to establish correspondence between structural and functional models in event-driven process methodology notation and a symbolic description that can be transformed to a programming language based on a group of rules is described. Based on a given structural and functional model, examples of symbolic description and the R programming language are given. The results of the information processing research using this statistical analysis technique are presented.</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":"58 6","pages":"393 - 400"},"PeriodicalIF":0.5,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143430864","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
Use of Digital Threads and Digital Twin Systems in Socio-Cyber-Physical Systems
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2025-02-17 DOI: 10.3103/S0005105524700377
A. I. Vodyaho, N. A. Zhukova, V. Ya. Ananeva
{"title":"Use of Digital Threads and Digital Twin Systems in Socio-Cyber-Physical Systems","authors":"A. I. Vodyaho,&nbsp;N. A. Zhukova,&nbsp;V. Ya. Ananeva","doi":"10.3103/S0005105524700377","DOIUrl":"10.3103/S0005105524700377","url":null,"abstract":"<p><b>Abstract</b>—The issues of building socio-cyber-physical systems and the use of digital counterparts in them are considered. A mechanism for continuous dynamic rebuilding of digital twins for various stages of the life cycle of systems is proposed. This mechanism provides the transformation of the models that digital twins are based on, which can be performed not only during the transition between different stages of the system life cycle but also within a single stage. As an example, the transformation of the human competence model is shown.</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":"58 6","pages":"431 - 440"},"PeriodicalIF":0.5,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143430908","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
Comparison of Approaches to the Extraction of Mathematical Methods from Scientific Texts
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2025-02-17 DOI: 10.3103/S0005105524700328
Z. S. Ismagulov, D. V. Kosyakov, A. E. Guskov
{"title":"Comparison of Approaches to the Extraction of Mathematical Methods from Scientific Texts","authors":"Z. S. Ismagulov,&nbsp;D. V. Kosyakov,&nbsp;A. E. Guskov","doi":"10.3103/S0005105524700328","DOIUrl":"10.3103/S0005105524700328","url":null,"abstract":"<p>The processes of extracting and comparing mathematical methods from scientific publications using different approaches—large language models, machine learning based classification method, and probabilistic topic modelling—are discussed. The superiority of the model obtained with probabilistic topic modelling when studying each article separately and of the large language model when studying whole projects is revealed, as well as the significant superiority of combining the results of these two approaches.</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":"58 6","pages":"441 - 452"},"PeriodicalIF":0.5,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143430775","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
Study of Thematic and Terminological Transformation of Collections of Scientific Articles in Interdisciplinary Fields of Knowledge
IF 0.5
AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS Pub Date : 2025-02-17 DOI: 10.3103/S0005105524700390
O. V. Fedorets, N. S. Soloshenko
{"title":"Study of Thematic and Terminological Transformation of Collections of Scientific Articles in Interdisciplinary Fields of Knowledge","authors":"O. V. Fedorets,&nbsp;N. S. Soloshenko","doi":"10.3103/S0005105524700390","DOIUrl":"10.3103/S0005105524700390","url":null,"abstract":"<p>This paper presents the methodology of the quantitative study of the dynamics of changes in the thematic structure of collections and vocabulary of terms that were aimed at selecting documents into thematic collections, creating thematic (classification and subject) profiles of these collections in different chronological periods and a comparative analysis of these profiles. The profiles are treated as descriptive sets, with TF-IDF used as the keyword weight. The methodology is tested in two collections, “Robotics and Robotic Systems” and “Intelligent Systems, Artificial Intelligence, and Machine Learning.”</p>","PeriodicalId":42995,"journal":{"name":"AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS","volume":"58 6","pages":"420 - 430"},"PeriodicalIF":0.5,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143430718","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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