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4th COLINS 2020: Lviv, Ukraine
- Vasyl Lytvyn, Victoria Vysotska, Thierry Hamon, Natalia Grabar, Natalia Sharonova, Olga Cherednichenko, Olga Kanishcheva:
Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, Lviv, Ukraine, April 23-24, 2020. CEUR Workshop Proceedings 2604, CEUR-WS.org 2020
Key note speaches
- Grygoriy Zholtkevych, Maksym Labzhaniia:
Understanding Safety Constraints Coalgebraically. 1-19 - Nina Khairova, Anastasiia Kolesnyk, Orken Mamyrbayev
, Svitlana Petrasova:
Applying VSM to Identify the Criminal Meaning of Texts. 20-31 - Dmytro V. Lande, Oleh O. Dmytrenko, Oksana Radziievska:
Subject Domain Models of Jurisprudence According to Google Scholar Scientometrics Data. 32-43 - Olga Cherednichenko, Olha Yanholenko, Maryna Vovk, Natalia Sharonova:
Towards Structuring of Electronic Marketplaces Contents: Items Normalization Technology. 44-55 - Volodymyr Lytvynenko, Dmytro Nikytenko, Mariia Voronenko, Jan Krejci, Natalia Savina:
Comparative Study of Noisy-MAX Nodes and General Nodes in Bayesian Network Models. 56-66 - Igor Puleko, Svetlana Kravchenko, Victor Chumakevych, Vadym Ptashnyk:
Method of Machine Learning on the Basis of Discrete Orthogonal Polynomials of Chebyshev. 67-76 - Oleg Bisikalo, Anton Kontsevoi:
System for Definition of Indicator Characteristics of Social Networks Participants Profiles. 77-88 - Ihor Kulchytskyy:
Quantitative Parameters of Some Novellas by Roman Ivanychuk. 89-105 - Olena Levchenko, Oleh Tyshchenko, Marianna P. Dilai:
Associative Verbal Network of the Conceptual Domain БІДА (MISERY) in Ukrainian. 106-120
Session 1. Computational Linguistics
- Yevhen Kupriianov, Iryna Ostapova, Mykyta Yablochkov:
Design of the User's Interface of Virtual Lexicographic Laboratory for Explanatory Dictionary of the Spanish Language. 121-139 - Yakiv Yusyn, Tetiana Zabolotnia
Methods of Acceleration of Term Correlation Matrix Calculation in the Island Text Clustering Method. 140-150 - Oleg Bisikalo, Victoria Vysotska, Yevhen Burov, Petro Kravets:
Conceptual Model of Process Formation for the Semantics of Sentence in Natural Language. 151-177 - Viktoriia Vasyliuk, Yuliia Shyika, Tetiana Shestakevych:
Information System of Psycholinguistic Text Analysis. 178-188 - Iryna Khomytska, Vasyl Teslyuk:
The Multifactor Method Applied for Authorship Attribution on the Phonological Level. 189-198 - Eugene Fedorov, Olga Nechyporenko, Tetyana Utkina:
Forecast Method for Natural Language Constructions Based on a Modified Gated Recursive Block. 199-214 - Solomiia Albota:
Resolving Conflict Situations in Reddit Community Driven Discussion Platform. 215-226 - Liubov Stasiuk:
Computer Sampling and Quantitative Analysis in Exploring Secondary Functions of Questions in Speech Genres of Intimate Communication. 227-238 - Vasyl Starko:
Semantic Annotation for Ukrainian: Categorization Scheme, Principles, and Tools. 239-248 - Tetiana Anokhina
Going parallel: using earlier translations as background for facilitating re-translation technique. 249-258 - Olga Artemenko, Volodymyr Pasichnyk, Nataliia Kunanets, Khrystyna Shunevych:
Using sentiment text analysis of user reviews in social media for e-tourism mobile recommender systems. 259-271 - Olga Cherednichenko, Olga Kanishcheva, Olena Yakovleva, Denis Arkatov:
Collection and Processing of a Medical Corpus in Ukrainian. 272-282 - Irina Gruzdo, Iryna Kyrychenko
Applıcatıon of Paragraphs Vectors Model for Semantıc Text Analysıs. 283-293 - Olena Kuropiatnyk, Viktor Shynkarenko:
Text Borrowings Detection System for Natural Language Structured Digital Documents. 294-305 - Oksana Tyshchenko, Vladyslav Tyshchenko:
Metadata of the Linguistic Sources in Lexicographic Electronic Tool. 306-316 - Petro Zdebskyi, Vasyl Lytvyn, Yevhen Burov, Zoriana Rybchak, Petro Kravets, Olga Lozynska, Roman Holoshchuk, Solomiya Kubinska, Alina Dmytriv:
Intelligent System for Semantically Similar Sentences Identification and Generation Based on Machine Learning Methods. 317-346 - Anatolii Getman, Volodymyr Karasiuk, Yevhen Hetman:
Ontologies as a Set to Describe Legal Information. 347-357 - Sergey Orekhov, Henadii Malyhon, Irina Liutenko, Tetiana Goncharenko:
Using Internet News Flows as Marketing Data Component. 358-373 - Andriy Lutskiv, Nataliya Popovych:
Big Data Approach to Developing Adaptable Corpus Tools. 374-395 - Olena Piatykop, Olga Pronin:
Model Selection of the Target Audience in Social Networks in Order to Promote the Product. 396-406 - Victoria Vysotska:
Ukrainian Participles Formation by the Generative Grammars Use. 407-427 - Anna Bakurova, Mariia Pasichnyk, Elina Tereschenko, Yurii Filei:
Formalization of Ukrainian-Language Content for Fuzzy Product in Court. 428-441 - Mykola M. Sazhok, Valentyna Robeiko, Ruslan Seliukh, Dmytro Fedoryn, Oleksandr Yukhymenko:
Written Form Extraction of Spoken Numeric Sequences in Speech-to-Text Conversion for Ukrainian. 442-451 - Olena Pavlenko, Iryna Tymofieieva:
Search Query Data Analysis: Challenges and Opportunities. 452-461 - Anna Hadzalo:
Analysis of Gender-Marked Units: Statistical Approach. 462-471 - Nataliia Romanyshyn:
Application of Corpus Technologies in Conceptual Studies (based on the Concept Ukraine Actualization in English and Ukrainian Political Media Discourse). 472-488 - Maria Shvedova:
The General Regionally Annotated Corpus of Ukrainian (GRAC, uacorpus.org): Architecture and Functionality. 489-506 - Viktoriia Zhukovska:
A Quantitative Corpus-Driven Approach to Disambiguation of Synonymous Grammatical Constructions. 507-522 - Oleksandr Kliuiev, Nataliya Vnukova, Sergiy Hlibko, Natalia Brynza
Estimation of the Level of Interest and Modeling of the Topic of Innovation Through Search in Google. 523-535 - Vasyl Lytvyn, Solomiya Kubinska, Andriy Berko, Tetiana Shestakevych, Lyubomyr I. Demkiv, Yuriy Shcherbyna:
Peculiarities of Generation of Semantics of Natural Language Speech by Helping Unlimited and Context-Dependent Grammar. 536-551 - Hanna V. Livinska, Oleksandr Makarevych:
Feasibility of Improving BERT for Linguistic Prediction on Ukrainian Сorpus. 552-561 - Rostyslav Bekesh, Liliya Chyrun, Petro Kravets, Andriy Demchuk, Yurii Matseliukh, Taras Batiuk, Ivan Peleshchak, Roman Bigun, Igor Maiba:
Structural Modeling of Technical Text Analysis and Synthesis Processes. 562-589 - lla Taran:
Information-retrieval System "Base of the World Slavic Linguistics (iSybislaw)" in Language Education. 590-599 - Lyubomyr Chyrun:
Model of Adaptive Language Synthesis Based On Cosine Conversion Furies with the Use of Continuous Fractions. 600-611 - Roman Ivaskiv, Tetyana Neroda:
Enhancement of Conception and Embedding the Enterprise Social Network in Academy Information Space. 612-621 - Roksolana-Yustyna Perkhach, Daria Kysil, Dmytro Dosyn, Iryna Zavuschak, Yaroslav P. Kis, Mariya Hrendus, Andrii Vasyliuk, Maria Sadova, Mykola Prodanyuk:
Method of Structural Semantic Analysis of Dental Terms in the Instructions for Medical Preparations. 662-669 - Igor Baklan, Yurii Oliinyk
Adaptive Multistage Method of Anomalies Detection in ECG Time Series. 670-679
Session 2. Intelligent Systems
- Rostyslav Yurynets, Zoryna Yurynets, Marianna Kokhan:
Econometric Analysis of the Impact of Expert Assessments on the Business Activity in the Context of Investment and Innovation Development. 680-694 - Vasyl Lytvyn, Alina Dmytriv, Andriy Berko, Vladislav Alieksieiev, Taras Basyuk, Jörg Rainer Noennig, Dmytro Peleshko, Taras Rak, Viktor Voloshyn:
Conceptual Model of Information System for Drone Monitoring of Trees' Condition. 695-714 - Mahmoud Smaida, Serhii Yaroshchak:
Bagging of Convolutional Neural Networks for Diagnostic of Eye Diseases. 715-729 - Anatoliy Katrenko, Iryna Krislata, Oleh Veres, Oksana Oborska, Taras Basyuk, Andrii Vasyliuk, Ihor Rishnyak, Nazariy Demyanovskyi, Oksana Meh:
Development of Traffic Flows and Smart Parking System for Smart City. 730-745 - Mykhailo Verkhola, Ulyana Panovyk, Ihor Huk, Myron Kalytka:
Information Technology to Improve the Quality of Printed Image Reproduction by Ink Printing Systems. 746-759 - Bohdan Rusyn, Liubomyr Pohreliuk, Oleg Kapshii, Jarema Varetskyy, Andriy Demchuk, Ihor Karpov, Aleksandr Gozhyj, Victor Gozhyj, Irina Kalinina:
An Intelligent System for Commercial of Information Products Distribution Based SEO and Sitecore CMS. 760-777 - Nataliya O. Maslova, Olha Polovynka:
Associative Methods as a Tool to Improve the Quality of Knowledge Control. 778-787 - Vitaliy Husak, Olga Lozynska, Ihor Karpov, Ivan Peleshchak, Sofia Chyrun, Anatolii Vysotskyi:
Information System for Recommendation List Formation of Clothes Style Image Selection According to User's Needs Based on NLP and Chatbots. 788-818 - Dmitry Zerbino, Iryna Havrylyuk:
Specialized Language for Creating Training Video Files. 819-828 - Tetiana Kovaliuk, Nataliya Kobets, Grigorii Shekhet, Tamara Tielysheva:
Analysis of Streaming Video Content and Generation Relevant Contextual Advertising. 829-843 - Stepan Makara, Lyubomyr Chyrun, Yevhen Burov, Zoriana Rybchak, Ivan Peleshchak, Roman Peleshchak, Roman Holoshchuk, Solomiya Kubinska, Alina Dmytriv:
An Intelligent System for Generating End-User Symptom Recommendations Based on Machine Learning Technology. 844-883 - Manvi Breja, Sanjay Kumar Jain:
Causality for Question Answering. 884-893 - Kostiantyn Morozov, Ievgen V. Sidenko, Galyna V. Kondratenko, Yuriy P. Kondratenko:
Increasing Web-Design Effectiveness Based on Backendless Architecture. 894-905 - Yurii Matseliukh, Victoria Vysotska, Myroslava Bublyk:
Intelligent System of Visual Simulation of Passenger Flows. 906-920 - Oleg Rudenko, Oleksandr Bezsonov, Kyrylo Oliinyk:
First-Order Optimization (Training) Algorithms in Deep Learning. 921-935 - Lesia I. Mochurad, Nataliya Boyko, Nataliia Petryshyn, Myroslava Potokij, Mariia Yatskiv:
Parallelization of the Simplex Method Based on the OpenMP Technology. 936-951 - Lesia I. Mochurad, Nataliya Boyko, Maryana Bortnikova:
Parallel Approach of the Algorithm of Finding the Optimal Solution of the Transport Problem by the Method of Potentials. 952-963 - Nataliya Boyko, Lesia I. Mochurad, Iryna Stetsiv, Yurii Kryvenchuk:
Modeling of the Information System for Processing of a Large Distilled Data for the Investigation of Competitiveness of Enterprises. 964-978 - Natalia Axak, Nataliia Serdiuk, Matvii Ushakov, Mykola Korablyov:
Development of System for Monitoring and Forecasting of Employee Health on the Enterprise. 979-992 - Inna Khortiuk, Galyna V. Kondratenko, Ievgen V. Sidenko, Yuriy P. Kondratenko:
Scoring System Based on Neural Networks for Identification of Factors in Image Perception. 993-1003 - Oleg Garasym, Liliya Chyrun, Nadija Chernovol, Aleksandr Gozhyj, Victor Gozhyj, Irina Kalinina, Bohdan Rusyn, Liubomyr Pohreliuk, Maksym Korobchynskyi:
Network Security Analysis Based on Consolidated Threat Resources. 1004-1018 - Kateryna Ivanova, Galyna V. Kondratenko, Ievgen V. Sidenko, Yuriy P. Kondratenko:
Artificial Intelligence in Automated System for Web-Interfaces Visual Testing. 1019-1031 - Vasyl Andrunyk, Andriy Berko, Bohdan Rusyn, Liubomyr Pohreliuk, Sofia Chyrun, Bohdan Dokhniak, Ihor Karpov, Maksym Krylyshyn:
Information System of Photostock Web Galleries Based on Machine Learning Technology. 1032-1059 - Pavlo Radiuk, Nadiia Hrypynska:
A Framework for Exploring and Modelling Neural Architecture Search Methods. 1060-1074 - Mariya Hrendus, Vasyl Andrunyk, Maksym Yavir, Yuriy Ryshkovets, Andrii Khudyi, Viktor Hryhorovych, Maksym Korobchynskyi:
Developing an Intelligent Online Learning System for Foreign Language Vocabulary Training Based on Gamification. 1075-1101 - Alexander Shportko, Veronika Shportko:
The Acceleration of the Determination of the Median of Nested Subarrays Using Two Binary Pyramids. 1102-1116 - Oleh Veres, Pavlo Ilchuk, Olha Kots:
Application of Data Mining to Exchange Rate Influence Identification. 1117-1126 - Vasyl Andrunyk, Andrii Vasevych, Liliya Chyrun, Nadija Chernovol, Nataliya Antonyuk, Aleksandr Gozhyj, Victor Gozhyj, Irina Kalinina, Maksym Korobchynskyi:
Development of Information System for Aggregation and Ranking of News Taking into Account the User Needs. 1127-1171 - Igor Shubin, Andrii Kozyriev, Mariia Pitiukova, Yaroslav Svyatkin:
Logical Networks and Their Usage in Solving of Morphological Tasks. 1172-1185 - Ganna Khoroshun, Ruslan Luniakin, Andrii Riazantsev, Oleksandr Ryazantsev, Tetiana Skurydina, Halyna Tatarchenko:
The Development of an Application for Microparticle Counting Using a Neural Network. 1186-1195 - Andrii Stefanchuk, Olga Lozynska, Taras Basyuk, Oksana Oborska, Anatolii Vysotskyi, Khrystyna Mykich, Iryna Zavuschak:
Intelligent System of Visualization and Creation of Choreographic Setting. 1196-1223 - Lyubomyr Chyrun, Iurii Turok, Ivan Dyyak:
Information Model of the Tendering System for Large Projects. 1224-1236 - Taras Batiuk, Victoria Vysotska, Vasyl Lytvyn:
Intelligent System for Socialization by Personal Interests on the Basis of SEO-Technologies and Methods of Machine Learning. 1237-1250 - Roman Kubik, Yuriy Ryshkovets, Mariya Hrendus, Andrii Khudyi, Anatolii Vysotskyi, Viktor Hryhorovych, Sofia Chyrun:
Development of an Intelligent System for Selecting Songs According to the User Needs. 1251-1279 - Myroslava Bublyk, Yurii Matseliukh, Uliana Motorniuk, Marta Terebukh:
Intelligent System of Passenger Transportation by Autopiloted Electric Buses in Smart City. 1280-1294 - Kateryna Supruniuk, Vasyl Andrunyk, Lyubomyr Chyrun:
AR Interface for Teaching Students with Special Needs. 1295-1308 - Volodymyr Petrenjuk:
About φ-Transformation Graphs as a Tool for Investigations. 1309-1319
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