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СТАНДАРТНЫЕ ЯЗЫКОВЫЕ ПРОЦЕССЫ КАК МЕТОД СОПОСТАВЛЕНИЯ МИКРОСИСТЕМ ... : STANDARD LANGUAGE PROCESSES: COMPARATIVE STUDY OF MICROSYSTEMS ...
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Шабанова, Т.Д.; Юсупова, Ю.Р.. - : Государственное автономное образовательное учреждение высшего образования города Москвы «Московский городской педагогический университет», 2022
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Exploring Bidirectional Performance of Hotel Attributes through Online Reviews Based on Sentiment Analysis and Kano-IPA Model
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In: Applied Sciences; Volume 12; Issue 2; Pages: 692 (2022)
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Analysis of Destination Images in the Emerging Ski Market: The Case Study in the Host City of the 2022 Beijing Winter Olympic Games
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In: Sustainability; Volume 14; Issue 1; Pages: 555 (2022)
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How Do Chinese People View Cyberbullying? A Text Analysis Based on Social Media
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In: International Journal of Environmental Research and Public Health; Volume 19; Issue 3; Pages: 1822 (2022)
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Machine Learning Approach for Personality Recognition in Spanish Texts
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In: Applied Sciences; Volume 12; Issue 6; Pages: 2985 (2022)
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FORMS AND METHODS IN MODERN APPROACHES TO STUDENT SELF LEARNING ...
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FORMS AND METHODS IN MODERN APPROACHES TO STUDENT SELF LEARNING ...
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Software Engineering Meets Systems Engineering: Conceptual Modeling Applied to Engineering Operations
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In: ISSN: 1738-7906 ; International Journal of Computer Science and Network Security ; https://hal.archives-ouvertes.fr/hal-03404932 ; International Journal of Computer Science and Network Security, International Journal of Computer Science and Network Security, 2021, ⟨10.22937/IJCSNS.2021.21.10.47⟩ (2021)
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МОДЕЛЬ ПРЕСТУПНОСТИ В СССР: ОПЫТ СИСТЕМНОГО АНАЛИЗА ... : MODEL OF CRIMINALITY IN THE USSR: SYSTEM ANALYSIS EXPERIENCE ...
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Argumentative topoi seen from a discourse analytic perspective ...
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РЕАЛИЗАЦИЯ ИНТЕРАКТИВНОЙ МОДЕЛИ НА ЗАНЯТИЯХ ПО ИНОСТРАННОМУ ЯЗЫКУ В ВУЗЕ ... : IMPLEMENTATION OF AN INTERACTIVE MODEL IN FOREIGN LANGUAGE CLASSES AT A UNIVERSITY ...
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Тематический анализ текстовой информации на основе частотных характеристик ... : Thematic Analysis of Text Information Based on Frequency Characteristics ...
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Abstract:
В настоящее время происходит активное развитие методов, связанных с исследованием текстовых массивов. При этом подобные подходы нацелены либо на то, чтобы измерять пространственные характеристики в текстовых массивах, таких как длины строк, размеры шрифтов и т. п., либо на рассмотрение общелингвистических задач, в которых изучаются смыслонесущие единицы, такие как предложения, фразы и др. Во втором классе задач перспективным можно считать использование частотного анализа. В работе дан анализ подходов, которые могут при этом использоваться. Авторами составлен алгоритм обработки текста на естественном языке. Созданный в работе программным образом алгоритм реализуется с помощью Python, Jupyter Notebook, WordCloud, NLTK. При обработке текстовый массив разбивается на слова, после чего происходит формирование списка токенов. Даны рекомендации по удалению союзов, предлогов и других частей речи, чтобы осуществлять полноценный анализ тематики. Показаны основные этапы алгоритма частотного анализа текста, которые ... : Currently, there is a development of methods related to the study of text arrays. In doing so, they aim to either measure their spatial characteristics, such as line lengths, font sizes, and more, or for consideration of general linguistic problems, in which the study of meaning-bearing units, such as sentences, phrases, and others, is carried out. In the second class of tasks, the use of frequency analysis can be considered promising. The paper analyzes the approaches that can be used in this case. The authors in the article developed an algorithm for processing text in a natural language. The algorithm created in the work is programmatically implemented using Python, Jupyter Notebook, WordCloud, NLTK. During processing, the text array is split into words, after which a list of tokens is formed. Recommendations are given for removing conjunctions, prepositions, and other parts of speech to carry out a comprehensive analysis of the topic. The main stages of the text frequency analysis algorithm are ...
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Keyword:
frequency analysis; language; model; program; text information; word; модель; программа; слово; текстовая информация; частотный анализ; язык
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URL: https://moitvivt.ru/ru/journal/pdf?id=944
https://dx.doi.org/10.26102/2310-6018/2021.32.1.025
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Real-Time Infoveillance of Moroccan Social Media Users’ Sentiments towards the COVID-19 Pandemic and Its Management
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In: International Journal of Environmental Research and Public Health ; Volume 18 ; Issue 22 (2021)
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Quantitative Comparison between Traditional and Intensive Face-to-Face Education through an Organizational Model
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In: Education Sciences; Volume 11; Issue 12; Pages: 820 (2021)
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Structural Dialectic Model of Care: A Guide to Beliefs, Scenarios and Social Actors Analysis in Nursing Research
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Improving the Fitness Function of an Evolutionary Suspense Generator Through Sentiment Analysis
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In: IEEE Access, vol. 9, pp. 39626-39635, 2021 (2021)
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APPLICATION OF THE ECONOMETRIC APPROACH TO FORECASTING THE KEY INDICATORS IN RENTAL OPERATIONS ; ЗАСТОСУВАННЯ ЕКОНОМЕТРИЧНОГО ПІДХОДУ ДО ПРОГНОЗУВАННЯ КЛЮЧОВИХ ПОКАЗНИКІВ В ОРЕНДНИХ ОПЕРАЦІЯХ
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In: The Economic Discourse; No. 3 (2020); 106-116 ; Економічний дискурс; № 3 (2020); 106-116 ; 2410-7476 ; 2410-0919 ; 10.36742/2410-0919-2020-3 (2021)
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Argumentative topoi seen from a discourse analytic perspective
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In: Lingue e Linguaggi; Volume 42 (2021) Special Issue; 51-75 (2021)
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The English and Chinese language versions of the Short Form 12-item Health Survey are equivalent
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