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Новые технологические тренды: выявление в текстах на базе использования гибридных моделей и анализа временных рядов паттернов данных
Информационно-измерительные и управляющие системы. 2013. Т. 11. № 5. С. 25–34.
Khoroshevsky V. F.
New technological trends identification is one of the most sophisticated, as well as the most important, tasks in the domain of S&T analysis. Nowadays, the leading methodologies within the domain are focused mainly on technological roadmapping, Foresight, data patterns and time series analysis, which is used to specify current and projected trends. The paper presents intelligent tools for trend identification in texts collections with hybrid approach based on the integration of classical statistical methods and the methods of information extraction. Several existing approaches are combined to be used for multilingual text collections of various genres. Ontologies driving text processing as well as documents’ characteristic vectors containing multiword terms are used. The results of statistical analysis of document collections are presented in the form of data patterns time series that are analyzed with structural methods of image analysis. OWL representation of extensional part of the trend ontological model is generated.
Priority areas:
business informatics
Language:
Russian
Харламова Д. С., Journal of the European Second Language Association, United Kingdom 2026 Vol. 10 No. 1 P. 1–16
Formulaic language may help language learners in second language (L2) acquisition. However, interference with the first language (L1) can also cause errors in L2 production. The present paper explores the possibilities of detecting L1 Russian interference errors connected with phraseologisms in English learner texts with a fine-tuned Transformer-based neural network. Across a dataset of 3,600 ...
Added: August 6, 2026
Харламова Д. С., Русский язык в научном освещении 2024 № 2 (48) С. 129–149
В статье исследуется история возникновения и эволюции идиомы от корки до корки. Мы использовали словарные данные и материалы НКРЯ и Google Books, чтобы установить примерное время появления данного выражения, а также предложить возможные объяснения его происхождения. Развитие конструкции от корки до корки связано с расширением ее сочетаемости: на этом пути можно выделить несколько этапов, которые ...
Added: August 6, 2026
Фирсанова В. И., ACM, 2026.
The inclusion of autistic people can be augmented by a mobile app that provides information without a human mediator making information perception more liberating for people in the spectrum. This paper is an overview of a doctoral work dedicated to the development of a web-based mobile tool for supporting the inclusion of people on the ...
Added: August 4, 2026
Фирсанова В. И., Вопросы современной лингвистики. ISSN 2949-5059. https://www.linguamgou.ru/jour/article/view/1732 2026 С. 67–82
Цель. Выявление стратегии разработки языковых моделей с помощью искусственного интеллекта для поддержки инклюзии людей с ментальными нарушениями.
Процедура и методы. В исследовании сравниваются два подхода к построению диалоговых систем: вопросно-ответные системы на основе извлечения информации и генеративные модели. Собрана коллекция текстов на тему инклюзивного образования. Методами нейросетевого трансферного обучения также создан комплекс вопросно-ответных систем для анализа производительности рассматриваемых ...
Added: August 4, 2026
Фирсанова В. И., Хлусова Я. К., CEUR Workshop Proceedings, 2025.
Knowledge graphs are widely used in Retrieval Augmented Generation (RAG) and Explainable AI (XAI), since they can illustrate semantic relationships generated by Large Language Models (LLMs). Recent studies focus on generating knowledge graphs from unstructured data to improve RAG performance; however, they do not explain the underlying graph structure. The analysis of synthetic graphs behind ...
Added: August 4, 2026
Nikitenko E., Fedorov D., Makarov Y., Acta Linguistica Petropolitana. Труды института лингвистических исследований 2026 Т. 22 № 1 С. 208–252
This article investigates the semantic field of ‘change’ in Persian from a lexical-typological perspective, applying the frame-based approach of the Moscow Lexical Typology Group. The study examines over 20 verbs related to this field, relying on data from dictionaries, corpora, and native speaker elicitation. In Persian, this semantic zone is primarily serviced by compound verbs. Our analysis reveals that the ...
Added: August 3, 2026
СПб.: Издательство СПбГУ, 2026.
The sixth issue of the Russian inter-university collection of articles is devoted to various aspects of foreign literature history and theory studies. The collection also includes articles on various aspects of comparative literature today.
For professionals in the field of international literary relations, students of humanitarian faculties of universities and a wide range of people interested ...
Added: August 3, 2026
Вольский А. Л., Стадников Г. В., Поринец Ю. Ю. et al., СПб.: РГПУ им. А.И. Герцена, 2026.
Монография, подготовленная кафедрой зарубежной литературы РГПУ им. А. И. Герцена, представляет результаты научных исследований в рамках проблемы единства и национального своеобразия в мировом литературном процессе. В центре внимания авторского коллектива - теория и история европейской литературы макроэпохи модерна, объединяющей идеи, тексты литературного, философского, публицистического дискурса XVIII-XXI веков. В монографии анализируются генезис и общие тенденции развития ...
Added: August 3, 2026
Пахомова О. В., Sibirtseva V., Филологический класс 2026 Vol. 31 No. 2 P. 102–109
This article examines the creative potential of syntactic deviations in poetry, using the works of F. G. Klopstock, a poet of the second half of the 18th century, and Yoko Tawada, an author at the turn of the 21st century, as examples.
Research methods. In analyzing the poems and essays of Klopstock and Tawada, elements of ...
Added: August 3, 2026
Belomestny D., Gasnikov A., Gladin E. et al., Russian Mathematical Surveys 2026 Vol. 81 No. 4(490) P. 3–90
Reinforcement learning (RL) is increasingly grounded in tools from probability, optimization, and operator theory. This survey organizes the mathematical structures that underpin the design and analysis of modern algorithms in RL. We begin from Markov decision processes (MDPs) and the Bellman operators, emphasizing contraction mappings, monotonicity, and fixed-point theory that yield convergence guarantees and rates ...
Added: August 3, 2026
Abelyuk E., Русская литература 2026 № 4 Статья DOI: 10.31860/0131-6095-2026-4-
The article demonstrates that Mandelstam's poem, "There are orioles in the
woods, and the length of vowels..." reveals an internal connection with
Khlebnikov's poem “О, dostoevskiymo running cloud!": one of the latter's key
images "shines through" the text of the former. Drawing on Mandelstam's
definitions that describe the reading process, the author reveals how this
connection might have arisen, whether ...
Added: August 1, 2026
Chepovskiy A., Мастерская Печати Идей, 2026.
The textbook presents methods and algoгithms for automatic analysis
of соrроrа of texts in natural languages. It is intended fоr sfudenБ of
methods of processing texts in паtчrаl languages and creating training
arays of texts.
Fоr students, graduate students and researchers studying methods
of computational linguistics and word processing. ...
Added: August 1, 2026
Ponomarenko A., / Series Computer Science "arxiv.org". 2025.
This paper addresses the challenge of merging hierarchical navigable small world (HNSW) graphs, a critical operation for distributed systems, incremental indexing, and database compaction. We propose three algorithms for this task: Naive Graph Merge (NGM), Intra Graph Traversal Merge (IGTM), and Cross Graph Traversal Merge (CGTM). These algorithms differ in their approach to vertex selection ...
Added: July 30, 2026
Уилкокс П., Romanov A., М.: ДМК Пресс, 2025.
Книга, которую вы держите в руках, продолжает серию «Книжная полка истового
инженера», которая издается при поддержке компании YADRO.
Данная книга представляет собой учебник по теоретическим основам продвинутой
функциональной верификации и содержит лучшие практики, используемые в настоящее
время. В ней подробно описана унифицированная методология верификации
(UVM) и раскрыты такие темы, как функциональный виртуальный прототип, функциональное
покрытие, утверждения, формальная верификация, тестбенчи, косимуляция,
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Added: July 30, 2026
Mikhaylets E. V., Razorenova A. М., Chernyshev V. L. et al., Scientific Reports 2026 Vol. 16 Article 23560
Meditation offers a naturalistic paradigm for studying introspection, yet the neural dynamics of advanced tantric practices remain largely unexplored. Buddhist Highest Yoga Tantra (BHYT) comprises a sequence of eight dissolution stages culminating in the “clear light” state. We recorded EEG during eyes-closed BHYT meditation performed in monasteries and hermitages (51 sessions from 36 male practitioners; ...
Added: July 29, 2026
Думкин Н. А., Alexandrov D., Прозорский М. А., Труды Института системного программирования РАН 2026 Т. 38 № 1 С. 255–274
A theoretically sound approach to adaptive client-side video fragment restoration is proposed using
machine learning and scene analysis methods. The method includes a formal problem statement, a finite-state
machine model for decision making, a restoration cost function, and a new stage in video preparation: scene
dynamics assessment followed by recording a feature in an HLS playlist. This feature ...
Added: July 27, 2026
Cham: Springer, 2026.
This open access set, LNAI 16688-16689, constitutes the proceedings of the 13th International Joint Conference, IJCAR 2026, held in Lisbon, Portugal, during July 26–29, 2026.
The 41 full research papers and 8 short papers included in these two volumes were carefully reviewed and selected from 112 submissions. The papers cover the following topical sections:
Part I: Theorem ...
Added: July 26, 2026
Scientific publishing house Infinity, 2026.
These Conference Proceedings combine materials of the conference –
research papers and thesis reports of scientifi c workers. They examine technical,
juridical and sociological aspects of research issues. Some articles deal
with theoretical and methodological approaches and principles of research
questions of personality professionalization. ...
Added: July 24, 2026
Баркова Л. А., Родной язык: лингвистический журнал 2026 № 1 С. 9–58
This article examines the syntax of constructions with aspectual verbs in Sakha (a.k.a. Yakut). Such constructions contain two predicates: a lexical verb which is a converb, and a finite aspectual verb that conveys some grammatical meaning. The syntax of such constructions has already been studied for some other Turkic languages. The pre‑ sent research examines ...
Added: July 23, 2026
Edward R. Rzaev, Aleksandr Y. Romanov, Andrey M. Sukhov, IEEE Access 2026 Vol. 14 P. 2169–3536
This work presents a hierarchy of strictly local fault-tolerant routing algorithms for 3D mesh networks-on-chip, culminating in an algorithm that combines a live-neighbor selection rule with a bounded single-hop rollback mechanism. The proposed algorithms operate exclusively on immediate neighbor information, maintain O(1) per hop complexity, and require no global topology knowledge, additional virtual channels, or ...
Added: July 23, 2026
Zubov V., Вопросы лексикографии 2026 № 40 С. 64–86
The article addresses the problem of selecting and systematizing data for the study of pronunciation variation in contemporary Russian and proposes a solution in the form of a specialized database of codified equivalent pronunciation variants (e.g., simmétriya / simmetríya “symmetry”). The article presents a methodology for identifying, selecting, and organizing such variants into a database. ...
Added: July 23, 2026
Storchevoy M., Mylnikov L., Чернышев В. В. et al., / SSRN. Серия "Working Papers". 2025.
Внимание к охране природы принимает все большую значимость для бизнеса с одной стороны в связи с ужесточением в природоохранном законодательстве, а с другой в связи с использованием ESG рейтингов при принятии решений о коммерческой деятельности компаний. Составление рейтинга LLM систем, способных оказывать консультационные услуги в области природоохраны и ESG, позволяет осуществить выбор такой системы для ...
Added: September 18, 2025
Sokolov B., / Series OSF "SocArXiv". 2025.
This paper reviews various estimands used in modern scientific and applied research to operationalize causal inquiries within the Rubin Causal Model framework. I first introduce the most widely utilized average treatment effects, such as ATE, ATT, and ATC. I then describe their popular extensions, including those targeting local and conditional treatment effects; causal interactions and mediation; effects ...
Added: May 6, 2025
Ovanesova Y., Moshiashvili M. M., Типсина Н. О., / Series "Working Papers". 2021.
The purpose of this article is to analyze and evaluate the cultural characteristics of the digital ecosystem product teams leaders and operational efficiency. Using binary choice models (the main conclusions were made on the basis of logit regressions), has been found a significant negative relationship between the probability of achieving business goals by a team ...
Added: February 17, 2025