Computational Linguistics and Intelligent Systems. – 2020 р.
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Періодичне видання за матеріалами конференції
It is our pleasure to present you the proceedings of the Workshop Conference of COLINS 2020, the fourth edition of the International Conference on Computational Linguistics and Intelligent Systems, held in Lviv (Ukraine) on April 23-24, 2020. ISSN 2523-4013
Computational Linguistics and Intelligent Systems. – Lviv, 2020. – Volume 2 : Proceedings of the 4nd International conference, COLINS 2020. Workshop, Lviv, Ukraine, June 23–24, 2020. – 432 р. – URL: https://colins.in.ua/wp-content/uploads/2020/06/preface_colins_volume2_2020_part6.pdf (дата звернення: 21.10.2022).
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Item Natural language processing for CRM friendly interface(онлайн, 2020) Voytiv MarkiyanEverything we express (either verbally or in written) carries huge amounts of information. The topic we choose, our tone, our selection of words,everything adds some type of information that can be interpreted and value extracted from it. In theory, we can understand and even predict human behaviour using that information. But there is a problem: one person may generate hundreds or thousands of words in a declaration, each sentence with its corresponding complexity. If you want to scale and analyze several hundreds, thousands or millions of people or declarations in a given geography, then the situation is unmanageable. Data generated from conversations, declarations or even tweets are examples of unstructured data. Unstructured data doesn’t fit neatly into the traditional row and column structure of relational databases, and represent the vast majority of data available in the actual world. It is messy and hard to manipulate. Nevertheless, thanks to the advances in disciplines like machine learning a big revolution is going on regarding this topic. Nowadays it is no longer about trying to interpret a text or speech based on its keywords (the old fashioned mechanical way), but about understanding the meaning behind those words (the cognitive way). This way it is possible to detect figures of speech like irony, or even perform sentiment analysis. Such technologies are ideal for creating chat bots. And friendly interfaces are a core part of the CPM system for commerce. In this article, we discuss the basic principles of these components of the system and the features of their interaction.Item Noun inflectional system of interslavic language(онлайн, 2020) Kupchenko Alona; Kupriianov YevhenLinguistics nowadays is extending the limits of theory. Many systems of morphological analysis, synthesis and lemmatization that focus on the grammatical specificity of the appropriate language have been developed in recent decades. Interlsavic language that has recently emerged is gaining popularity. Thus, we have formalized the model for the noun inflectional paradigm of Interslavic language This article describes the noun inflectional paradigm of Interslavic language developed on the basis of the Shirokov`s inflectional paradigm. Also, this study analyzes the grammar states of the noun in paradigm classes. The author suggests differentiation of grammatical groups and paradigmatic classes for Interslavic language.Item Software for projecting bitcoin course by artificial neural network methods(онлайн, 2020) Stepura Nataliya; Vasyliuk Andrii; Makar IrynaItem Model of information system aimed at increasing social activity(онлайн, 2020) Chenka Mariyana; Shestakevych TetianaItem Intellectual system for recommending visits to the sights of Halychyna(онлайн, 2020) Ratalskyi Dmytro; Prodaniuk Mykola; Brylinska KaterynaItem Analytical service for choosing a medical drug(онлайн, 2020) Kleban Kateryna; Andrunyk Vasyl; Kempnyk Roman; Chyhura VladyslavTechnological progress has greatly simplified the life of mankind. At the moment, we have every opportunity to upgrade and develop something that would not simply be an application for spending time or playing with incredible graphics, but something really useful, something that helps people understand their most important problem in life - health. Therefore, in the future we will discuss the creation of a system for choosing medicines, which will allow ordinary users, people interested in medicine, interns and doctors to find the necessary information about the medicines that exist in Ukraine, detailed information about them, their analogues, prices and feedbacks. My task was to make it innovative and easy to use.Item The information systems project of languages foreign (optional) for students(онлайн, 2020) Velychko Khrystyna; Shestakevych TetianaItem Using a distributional semantic model for collocation іdentification(онлайн, 2020) Mosinyan Anna; Petrasova SvitlanaThis paper proposes the approach to automatic collocation identification using both the distributional semantic model and POS-tagging. The authors suggest calculating PMI to obtain a sequence of collocations from the designed corpus of research abstracts. Then POS-tagging is applied to classify collocations extracted from the text corpus.Item Object detection and descriptive analytics(онлайн, 2020) Sarakhman Khrystyna; Kempnyk Roman; Chyhura VladyslavItem An overview of existing automated methods definition of the author of the written text identification characteristics(онлайн, 2020) Sliusarieva Yuliia; Borysova Natalia; Melnyk KarinaAbstract. The paper presents an overview of the existing methods for solving the problem of automated identification of the author of the written text: substantiated the relevance of the research topic, analyzed the existing methods of solving the task, identified their advantages and disadvantages, selected the direction of further program implementation.Item Design of AR interface for learning students with(онлайн, 2020) Supruniuk Kateryna; Andrunyk VasylIn this document, an overview is provided of one of the practical options for implementing the AR interface. The purpose of this article is to use AR abilities to help children with special needs to learn. The objects are the methods and tools of education for special needs. This interface is designed to solve the problems of children's difficulties with learning. For this purpose, the system was designed with the help of tools of augmented reality. In this paper, the description of the partial practical realization of the system is also given. We conclude the investigation by highlighting the aspects that require further research and development.Item The project of information system of hiking routes(онлайн, 2020) Deineko Lev; Mykich Khrytyna; Makar OlgaItem System for analysis of determining the level of professional training of the student(онлайн, 2020) Zdebska Tetyana; Andrunyk Vasyl; Kempnyk Roman; Chyhura VladyslavThe theme for the development of the DS - startup was to take a system to analyze the determination of the level of professional preparation of the student.Item The formation of symptomatic medicine recommendations on the basis of ML technology(онлайн, 2020) Makara Stepan; Kempnyk Roman; Chyhura VladyslavItem Intelligent decision support of making decisions in ophthalmology(онлайн, 2020) Ivaniv Roman; Katrenko Anatoliy; Yavorska TetianaItem Intelligent system development of distant matrix analysis for recruitment in the IT sector(онлайн, 2020) Kutyuk Orest; Lytvyn Vasyl; Oborska Oksana; Vysotska Victoria; Dosyn Dmytro; Demchuk Andriy; Burov Yevhen; Kravets PetroDevelopment of intelligent system matrix analysis distant for recruitment in the IT sector. To achieve the goal must perform the following tasks: to conduct a study of the literature and identify which ones are best suited to the subject of work; to conduct a study of existing software and decide which ones are relevant to the theme of work; perform system analysis about ‘the object of the study; develop optimal solutions for tasks; design and develop a software interface to work with the client system; develop an algorithm to calculate customer data systems; design and develop a software interface for visualization client system. Object of research is analysis distant knowledge. Subject of study is intelligent analysis matrix distant for recruitment in the IT sector. The paper improved analysis algorithm multicriterion TOPSIS, which can significantly improve the accuracy of the assessment. Output can be used to simplify the process of finding and hiring candidates of IT recruiters and get them a full analysis of the relevant knowledge distant positions.Item Intellectual system for promoting online resources(онлайн, 2020) Malytskyi Andriy; Kis Yaroslav; Zavushchak IrynaItem Heart disease monitoring system built on the internet of things(онлайн, 2020) Lutyuk Oleksandr; Basyuk Taras; Yavorska TetianaItem Online transfer status information system in sports(онлайн, 2020) Michalko Yaroslav; Mykich Khrystyna; Sadova MariiaItem Intellectual system for rendering transportation services(онлайн, 2020) Perkhun BohdanThe information system "Rendering of motor transport services" is considered. The general description of the system and its relevance is made. Examples of known similar systems are given. Their advantages and disadvantages for consideration in the information system development are analyzed. A detailed description of each of the components of the information system is made, namely: server part, program for ordering services and database. A stepby-step description of the process of creating each of these modules of the system is made. The choice of programming language, web tools, startup devices, operating system, database management system is justified. The principle of information system operation is described, the conceptual model of the system is demonstrated. The example of using this information system in real conditions is given. Instructions for typical use of the information system by the user are provided. The results are analyzed and conclusions are drawn regarding the relevance of the information system creation and its practical application.