Browsing by Author "Razno, Maria"

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    Machine learning text classification model with NLP approach
    (Lviv Politechnic Publishing House, 2019-04-18) Razno, Maria; National Technical University "Kharkiv Polytechnic Institute"
    This article describes the relevance of the word processing task that is written in human language by the methods of Machine Learning and NLP approach, that can be used on Python programming language. It also portrays the concept of Machine Learning, its main varieties and the most popular Pythonpackages and libraries for working with text data using Machine Learning methods. The concept of NLP and the most popular python packages are also presented in the article. The machine learning classification model algorithm based on the text processing is introduced in the article. It shows how to use classification machine learning and NLP methods in practice.
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    Media Discourse Analysis Based on Ukrainian Spoken and Written Corpus
    (2021-05-04) Razno, Maria; Khairova, Nina; National Technical University "Kharkiv Polytechnic Institute"
    This article describes Ukrainian media discourse corpus creation and the relevance of the discourse analysis task applied on this corpus, using NLP methods, that can be implemented on Python programming language. It also includes the concept of different NLP methods and algorithms, its main varieties and the most popular Python packages and libraries for working with text data. Extraction of media discourse markers analysis algorithms based on the text processing is introduced in this study. It shows how to use NLP methods in practice.