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ORCID5th COLINS 2021: Lviv, Ukraine
- Natalia Sharonova, Vasyl Lytvyn, Olga Cherednichenko, Yevhen Kupriianov, Olga Kanishcheva, Thierry Hamon, Natalia Grabar, Victoria Vysotska, Agnieszka Kowalska-Styczen, Izabela Jonek-Kowalska:
Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2021). Volume I: Main Conference, Lviv, Ukraine, April 22-23, 2021. CEUR Workshop Proceedings 2870, CEUR-WS.org 2021
Key note speaches
- Volodymyr Shyrokov:
"Accuracy" vs "Unambiguity" in Linguistics. 1-5 - Yevgeniy V. Bodyanskiy, Alina Shafronenko, Iryna Klymova:
Adaptive Recovery of Distorted Data Based on Credibilistic Fuzzy Clustering Approach. 6-15 - Olena Levchenko, Oleh Tyshchenko, Marianna P. Dilai:
Automated Identification of Metaphors in Annotated Corpus(Based on Substance Terms). 16-31 - Maria Shvedova, Ruprecht von Waldenfels:
Regional Annotation within GRAC, a Large Reference Corpus of Ukrainian: Issues and Challenges. 32-45 - Dmytro Chumachenko, Sergey Yakovlev:
Intelligent System of Epidemic Situation Monitoring and Control. 46-55 - Abdullah Al Mutawa:
Machine Learning for Arabic Text To Speech Synthesis: a Tacotron Approach. 56-63 - Yuriy P. Zaychenko, Galib Hamidov:
Hybrid Neo-Fuzzy Neural Networks Based on Self-Organization and Their Application for Forecasting in Financial Sphere. 64-70
Session 1.1. Natural Language Processing
- Henning Schöpper, Wolfgang Kersten:
Using Natural Language Processing for Supply Chain Mapping: a Systematic Review of Current Approaches. 71-86 - Dmytro V. Lande, Oleh O. Dmytrenko:
Using Part-of-Speech Tagging for Building Networks of Terms in Legal Sphere. 87-97 - Mamata Das, Selvakumar Kamalanathan, P. J. A. Alphonse:
A Comparative Study on TF-IDF Feature Weighting Method and Its Analysis Using Unstructured Dataset. 98-107 - Nina Khairova, Anastasiia Kolesnyk, Orken Mamyrbayev, Galiya Ybytayeva, Yuliia Lytvynenko:
Automatic Multilingual Ontology Generation Based on Texts Focused on Criminal Topic. 108-117 - Yuliia Hlavcheva, Olga Kanishcheva, Maryna Vovk, Maksym Glavchev:
Identification of the Author's Idea Based on the Modified TextRank Method. 118-128 - Nataliia Kunanets, Yurii Oliinyk, Dmytro Myhal, Khrystyna Shunevych, Antonii Rzheuskyi, Yuriy Shcherbyna:
Enhanced LSA Method with Ukraine Language Support. 129-140 - Oleksii Shatalov, Nataliya Ryabova:
Towards Russian Text Generation Problem Using OpenAI's GPT-2. 141-153 - Kirill Smelyakov, Anastasiya Chupryna, Dmytro Darahan, Serhii Midina:
Effectiveness of Modern Text Recognition Solutions and Tools for Common Data Sources. 154-165 - Marta Karp, Nataliia Kunanets, Yuliia Kucher:
Meiosis and litotes in The Catcher in the Rye by Jerome David Salinger: Text Mining. 166-178 - Olena Kuropiatnyk, Viktor Shynkarenko:
Automation of Template Formation to Identify the Structure of Natural Language Documents. 179-190 - Oleh Krupii, Kostiantyn Kasian:
A Neural Network-Based Study of the Performance of a Developed Foreign Language Teaching System. 191-205 - Dmytro Nazarenko, Iryna Afanasieva, Nataliia Golian, Vira Golian:
Investigation of the Deep Learning Approaches to Classify Emotions in Texts. 206-224 - Alla Taran:
Terminology of Computational Linguistics in Terms of Indexing and Information Retrieval in the System "iSybislaw". 225-234 - Larysa Savytska, Nataliya Vnukova, Iryna Bezugla, Vasyl Pyvovarov, M. Turgut Sübay:
Using Word2vec Technique to Determine Semantic and Morphologic Similarity in Embedded Words of the Ukrainian Language. 235-248 - Eugene Panferov:
A Next Generation Data Language Proposal. 249-271 - Zoia Kochuieva, Natalia Borysova, Karina Melnyk, Dina Huliieva:
Usage of Sentiment Analysis to Tracking Public Opinion. 272-285 - Olesia Barkovska, Daria Pyvovarova, Vladyslav Kholiev, Heorhii Ivashchenko, Dmytro Rosinskiy:
Information Object Storage Model with Accelerated Text Processing Methods. 286-299 - Mykola M. Sazhok, Anna Poltyeva, Valentyna Robeiko, Ruslan Seliukh, Dmytro Fedoryn:
Punctuation Restoration for Ukrainian Broadcast Speech Recognition System based on Bidirectional Recurrent Neural Network and Word Embeddings. 300-310 - Victoria Vysotska, Svitlana Holoshchuk, Roman Holoshchuk:
A Comparative Analysis for English and Ukrainian Texts Processing Based on Semantics and Syntax Approach. 311-356 - Kateryna Tymoshenko, Victoria Vysotska, Oksana V. Kovtun, Roman Holoshchuk, Svitlana Holoshchuk:
Real-Time Ukrainian Text Recognition and Voicing. 357-387
Session 1.2. Corpus Technologies, Ontologies and Computer Lexicography
- Yevhen Kupriianov, Volodymyr Shyrokov, Iryna Ostapova, Mykyta Yablochkov:
Digital Toolkit to Develop Research Potential of Explanatory Dictionary (Case of Spanish Language Dictionary). 388-401 - Olga Cherednichenko, Olga Kanishcheva:
Readability Evaluation for Ukrainian Medicine Corpus(UKRMED). 402-412 - Yevhen Burov:
Knowledge Based Situation Awareness Process Based on Ontologies. 413-423 - Alla Luchyk, Oksana Taran, Oleksandra Palchevska, Natalia Sharmanova, Ganna Demydenko:
Corpus-Driven Approaсh to Ukrainian Е-Anecdotes Study. 424-434 - Vasyl Starko:
Implementing Semantic Annotation in a Ukrainian Corpus. 435-447 - Hanna Sytar, Oleh Vietrov, Vladyslava Diachenko:
Synonymizer of the Ukrainian Language: Stage of Creation, Features of Database Update and Software Implementation. 448-458 - Olena Andrushenko:
On Marking NPs by Exclusive Only in EEBO Corpus: Syntactic and Information Structural Considerations. 459-474 - Alona Dorozhynska:
Formal Model of Explanatory Trilingual Terminology Dictionary. 475-485 - Nataliia Lototska:
Statistical Research of the Colour Component ЧОРНИЙ (BLACK) in R. Ivanychuk's Text Corpus. 486-497 - Viktor Hryhorovych:
Construction of Semantic Metric for Measuring the Distance between Ontology Concepts. 498-510 - Andriy Lutskiv, Roman Lutsyshyn:
Corpus-Based Translation Automation of Adaptable Corpus Translation Module. 511-527 - Taras Basyuk, Andrii Vasyliuk:
Approach to a Subject Area Ontology Visualization System Creating. 528-540 - Viktor Shynkarenko, Larysa Zhuchyi:
Ontological Harmonization of Railway Transport Information Systems. 541-554 - Oksana Tyshchenko, Vladyslav Tyshchenko:
Electronic System "All-Ukrainian Toloka Archival Card Index": Structure, Tools, Prospects of Development. 555-565 - Lubomyr B. Petryshyn, Mykhailo Petryshyn:
Visualization Modeling of Management Processes in Knowledge-Oriented Systems. 566-579 - Anna Bakurova, Mariia Pasichnyk, Elina Tereschenko:
Development of a Productive Credit Decision-Making System Based on the Ontology Model. 580-589 - Tetiana Anokhina, Iryna Kobyakova, Svitlana Shvachko:
Testing Tools for Writing and Publishing E-Dictionaries. 590-600 - Oksana Zbanatska, Oksana Tur, Ksenia Sizova:
Informational Retrieval Thesaurus of Yaroslav Mudryi National Library of Ukraine: Content, Structure, and Use. 601-612
Session 1.3. Discourse Analysis and Social Media
- Nataliya Vnukova, Svitlana Achkasova, Oleksii Gorokhovatskyi, Hanna Pysarevska:
Decomposition of Google Trends Series for the Search of Patterns and Seasonality of Financial Risk Control Interest. 613-628 - Oleh Kushnir, Lyubomyr Ivanitskyi, Andriy Kashuba, Mariana Mostova, Vitaliy Mykhaylyk:
Repetition Characteristic for Single Texts. 629-641 - Antonina Badan, Nataliia Onishchenko:
Multimedia Technologies in Foreign Language Learning under Pandemic. 642-656 - Tetiana Shestakevych:
Modeling the Process of Analysis of Statistical Characteristics of Student Digital Text. 657-669 - Nataliia Hrytsiv, Tetiana Shestakevych, Julia Shyyka:
Quantitative Parameters of Lucy Montgomery's Literary Style. 670-684 - Ivan Bekhta, Nataliia Hrytsiv:
Computational Linguistics Tools in Mapping Emotional Dislocation of Translated Fiction. 685-699 - Ivan Bekhta, Nataliia Hrytsiv, Anastasiia Matviychuk:
Marking up Dramatic Text: a Case Study of "7 Stories" by Morris Panych. 700-718 - Nataliia Romanyshyn:
Algorithm for Disclosing Artistic Concepts in the Correlation of Explicitness and Implicitness of Their Textual Manifestation. 719-730 - Liubov Stasiuk:
Gender Marked Intimate Conversational Interaction of Spouses in Modern English. 731-742 - Olena Yurchenko, Nataliia Ugolnikova:
Linguistic Methods in Social Media Marketing. 743-754 - Zoriana Haladzhun, Olha Harmatiy, Yuriy Bidzilya, Nataliia Kunanets, Khrystyna Shunevych:
Hate Speech in Media Towards the Representatives of Roma Ethnic Community. 755-768 - Solomiia Albota:
Linguistically Manipulative, Disputable, Semantic Nature of the Community Reddit Feed Post. 769-783 - Oleksandr Markovets, Solomiia Albota, Oksana Horpyniuk:
Information Consolidation on Users of Social Networks to Determine Their Credibility. 784-798 - Nataliya Bondarchuk, Ivan Bekhta:
Quantitative Characteristics of Lexical-Semantic Groups Representing Weather in Weather News Stories (Based on British Online Press). 799-810 - Svitlana Popereshnyak, Iryna Yurchuk:
Sоcіаl Nеtwоrks: Аnаlуsіs, Аlgоrіthms аnd Thеіr Іmрlеmеntаtіоn. 811-821 - Nataliia Liubchenko, Andrii Podorozhniak, Vasyl Oliinyk:
Research of Antispam Bot Algorithms for Social Networks. 822-831 - Viktor Shynkarenko, Inna Demidovich:
Authorship Determination of Natural Language Texts by Several Classes of Indicators with Customizable Weights. 832-844 - Olha Kulyna:
Anthropocentrism as Implementation of a Testator/Testatrix's Communicative Goal. 845-854 - Mariana Zhuravel, Yurii Lavriv:
Methodology for Analysis of Intertextuality: Technical Aspect. 855-865
Session 2.1. Knowledge-oriented Systems
- Gennady Shepelev, Nina Khairova:
Collective Risk Estimating Method for Comparing Poly-Interval Objects in Intelligent Systems. 866-876 - Dmitry Sitnikov, Polina Sytnikova, Andrii Kovalenko:
Methods of Eliminating Features from Linguistic Equations. 877-889 - Igor Shubin:
Development of Conjunctive Decomposition Tools. 890-900 - Oleksii Kudryk, Oleg Bisikalo, Yuliia Oleksii, Serhii Radio:
Intelligent Information System for Predicting Chemicals with Interactive Possibilities. 901-915 - Iryna Gruzdo, Iryna Kyrychenko
, Glib Tereshchenko, Nadiya Shanidze:
Metrics Applicable for Evaluating Software at the Design Stage. 916-936 - Victor Chumakevych, Ivan Dyyak, Victoria Chumakevych, Igor Puleko, Vadym Ptashnyk:
Approach to Solve the Problems of Filtration and Extrapolation in the Construction of Functionally Stable Stochastic Systems with Delay. 937-947 - Maksym Makaruk, Alexei Nazarov, Igor Shubin, Nadezhda Shanidze:
Knowledge Representation Method for Object Recognition in Nonlinear Radar Systems. 948-958 - Ievgen V. Sidenko, Tetiana Misiuk, Galyna V. Kondratenko, Yuriy P. Kondratenko:
Objects Segmentation in Augmented Reality Environment. 959-968 - Nataliya Boyko, Andriy Pytel:
Application of Genetic Algorithms for Optimization of Salesman's Tasks and Their Modeling by Sequential Selection. 969-981 - Lesia I. Mochurad:
Optimization of Regression Analysis by Conducting Parallel Calculations. 982-996 - Ignat Blazhko, Tetiana Kovaliuk, Nataliya Kobets, Tamara Tielysheva:
The Multi-Pattern Matching with Online User Requests for Determining Browser Capabilities. 997-1010 - Andrii Vasyliuk, Taras Basyuk:
Construction Features of the Industrial Environment Control System. 1011-1025 - Alexander Shportko, Veronika Postolatii:
Development of Predictors to Increase the Efficiency of Progressive Hierarchic Context-Independent Compression of Images Without Losses. 1026-1038 - Volodymyr Burdaiev:
On One Approach to Building a Temporal Model of the Knowledge Base. 1039-1048 - Alina Petrushka, Maria Komova:
Negative Citing: Scenario Analysis of Inaccurate Evaluation of Scientific Content. 1049-1062 - Vasyl Lytvyn, Olesya Pashchetnyk, Oleg Klymovych, Leonid Polishchuk, Ihor Kolb, Yevhen Burov, Victoria Vysotska:
Assessment of the Hydro-Meteorological Conditions Impact on the Combat Troops Operations Preparation and Conduct in the Geo-Information Subsystem of the Automated Battlefield Management System. 1063-1076 - Olesya Pashchetnyk, Vasyl Lytvyn, Vyacheslav Zhyvchuk, Leonid Polishchuk, Victoria Vysotska, Zoriana Rybchak, Yulia Pukach:
The Ontological Decision Support System Composition and Structure Determination for Commanders of Land Forces Formations and Units in Ukrainian Armed Force. 1077-1086 - Yurii Matseliukh, Myroslava Bublyk, Victoria Vysotska:
Development of Intelligent System for Visual Passenger Flows Simulation of Public Transport in Smart City Based on Neural Network. 1087-1138 - Myroslava Bublyk, Volodymyr Mykhailov, Yurii Matseliukh, Tetiana Pihniak, Andrii Selskyi, Igor Grybyk:
Change Management in R&D-Quality Costs in Challenges of the Global Economy. 1139-1151 - Volodymyr Korolov, Olha Korolova, Igor Milkovich, Yaroslav Zaiets, Viacheslav Zhyvchuk, Vasyl Lytvyn, Myroslava Bublyk:
Information-Reference System Creation Prerequisites for the Ground Forces Identification on the Battlefield According to NATO Standards. 1152-1172
Session 2.2. Applied Intelligent Systems
- Volodymyr Sokol, Mariia Bilova, Andrii Druzhynin, Nikita Cherkun, Ivan Perepelytsia:
An Adaptive Algorithm for Effective Selection of Training Content for IT Professionals. 1173-1183 - Igor Shubin, Andrii Kozyriev, Volodymyr Liashik, Grigorii Chetverykov:
Methods of Adaptive Knowledge Testing Based on the Theory of Logical Networks. 1184-1193 - Serhii Lienkov, Sergii Gakhovych, Igor Tolok, Genadiy Zhyrov, Valentyn Bakhvalov:
An Option of Building the Distance Learning System with Artificial Intelligence Elements. 1194-1203 - Olha Pronina, Olena Piatykop:
The Decision Support System Education Career Choice Using Fuzzy Model. 1204-1214 - Oleksandr Romanovskyi, Nina Pidbutska, Anastasiia Knysh:
Elomia Chatbot: The Effectiveness of Artificial Intelligence in the Fight for Mental Health. 1215-1224 - Rostyslav Yurynets, Zoryna Yurynets, Mykola Denysenko, Ivanna Myshchyshyn, Andriy Pekhnyk:
The Influence of Educational Competencies of the Staff on the Efficiency of Hotel Companies in the Tourism Sector. 1225-1237 - Andrii Yarovyi, Dmytro Kudriavtsev:
Method of Multi-Purpose Text Analysis Based on a Combination of Knowledge Bases for Intelligent Chatbot. 1238-1248 - Yelyzaveta Meleshko, Mykola Yakymenko, Serhii Semenov:
A Method of Detecting Bot Networks Based on Graph Clustering in the Recommendation System of Social Network. 1249-1261 - Oksana Pichugina:
Attributed Networks Formation Models with Application in Social Network Analysis. 1262-1273 - Andrii Kopp, Dmytro Orlovskyi, Sergey Orekhov:
An Approach and Software Prototype for Translation of Natural Language Business Rules into Database Structure. 1274-1291 - Iryna Spivak, Svitlana Krepych, Oleksandr Fedorov, Serhii Spivak:
Approach to Recognizing of Visualized Human Emotions for Marketing Decision Making Systems. 1292-1301 - Natalia Sharonova, Iryna Kyrychenko, Glib Tereshchenko:
Application of Big Data Methods in E-Learning Systems. 1302-1311 - Sergey Orekhov, Henadii Malyhon, Nataliya Stratienko, Tetiana Goncharenko:
Software Development for Semantic Kernel Forming. 1312-1322 - Yevhen Bodnia, Mariia Kozulia:
Web Application System of Handwritten Text Recognition. 1323-1337 - Liubov Halkiv, Oleh Karyy, Ihor Kulyniak, Yaroslav Kis, Anastasiia Tsapulych:
The National System of Higher Education and Government Procurement for Its Services as Activators of the Development of IT Entrepreneurship. 1338-1349 - Nadia Pasieka, Yulia Romanyshyn, Svitlana Chupakhina, Mariia Oliinyk, Mykola Pasieka:
Activation of the Educational Process by Changing the Curriculum in Higher School. 1350-1364 - Zhanna Myna, Tetiana Bilushchak:
Social Networks as Tools to Promote the Majors of Higher Education Institutions During the Pandemic. 1365-1375 - Tetiana Bilushchak, Ivan Bratus:
Teaching in the Internet Environment Against the Background of COVID-19: Integration of Video Content into E-Learning. 1376-1389 - Oksana Oborska, Vasyl Andrunyk, Liliya Chyrun, Ruslan Hasko, Anatolii Vysotskyi, Solomiia Mushasta, Oksana Petruchenko, Iryna Shakleina:
The Intelligent System Development for Psychological Analysis of the Person's Condition. 1390-1419
Session 2.3. Math Tools of Artificial Intelligence
- Oleksii Duda, Volodymyr Pasichnyk, Halyna Lypak, Nataliia Veretennikova, Nataliia Kunanets, Oleksandr Matsiuk, Valentyna Mudrokha:
Formation of Integrated Repositories of Social and Communication Data by Consolidating the Resources of Museums, Libraries and Archives in Smart Cities Projects. 1420-1430 - Roman Bakhmut, Nataliia Kunanets, Antonii Rzheuskyi, Volodymyr Pasichnyk, Vasyl Kut, Oleksandr Volkov, Ivan Tsmots:
Formation of Virtual Tours with the Use of Augmented Reality Information Technology. 1431-1443 - Olga Cherednichenko, Maryna Vovk, Oksana Ivashchenko, Alenka Baggia, Nataliia Stratiienko:
Improving Item Searching On Trading Platform Based On Reinforcement Learning Approach. 1444-1455 - Andrii Sokolov, Oksana Sokolova, Viktor Khodakov:
The Criterion of Optimality in the Convex Vector Problem of Optimization. 1456-1465 - Mykola Korablyov, Natalia Axak, Oleksandr Fomichov, Volodymyr Hnidenko:
Multi-agent Clinical Decision Support System using Case-Based Reasoning. 1466-1476 - Nestor Shpak, Kateryna Doroshkevych, Yuriy Shpak, Ihor Salata, Marharyta Sharko:
Strategy and Tactics of International Digitalization and Intellectualization of Economic Relations. 1477-1487 - Oleh Veres, Pavlo Ilchuk, Olha Kots, Lidiia Bondarenko:
Big Data Analysis for Structuring FX Market Volatility due to Financial Crises and Exchange Rate Overshooting. 1488-1499 - Nestor Shpak, Oksana Mykytiuk, Zoriana Dvulit, Liana Maznyk, Natalia Horbal:
Simulation the Attractiveness of Transport Services as a Tool for Assessing Consumer Loyalty in the Digital Epoch. 1500-1510 - Nestor Shpak, Liana Maznyk, Zoriana Dvulit, Oksana Mykytiuk, Tatiana Melnyk:
Simulation the Impact of Eco Expenditure on the Effectiveness of Eco Projects: the Railways of Ukraine Case. 1511-1526 - Mykola Odrekhivsky, Uliana Kohut, Ulyana Kostyuk:
Intelligent Management System for Ecological Innovative Enterprises. 1527-1539 - Valentina Moskalenko, Nataliia Fonta:
The Method of Constructing a Development Trajectory as the Basis of an Intelligent Module for Strategic Planning of the EPM System. 1540-1550 - Oleksandr Markovets, Roman Holoshchuk, Svitlana Holoshchuk, Nestor Dumanskyi:
CRM System and Consolidated Information Resource: Ways of Creation and Interaction. 1551-1561 - Svitlana Kolosok, Tetiana Vasylieva, Serhiy Lyeonov:
Machine Analysis of the UK Electrical Energy Initiatives Based on the E-petitions to the UK Government and Parliament. 1562-1573 - Andrii Berko, Myroslava Bublyk, Lyubomyr Chyrun, Yurii Matseliukh, Roman Levus, Valentyna Panasyuk, Oksana Brodyak, Lyudmyla Dzyubyk, Olga Garbich-Moshora:
Models and Methods for E-Commerce Systems Designing in the Global Economy Development Conditions Based on Mealy and Moore Machines. 1574-1593 - Myroslava Bublyk, Yurii Matseliukh:
Small-Batteries Utilization Analysis Based on Mathematical Statistics Methods in Challenges of Circular Economy. 1594-1603 - Lyubomyr Chyrun:
The E-Commerce Systems Modelling Based on Petri Networks. 1604-1631 - Andrii Berko, Vasyl Andrunyk, Lyubomyr Chyrun, Mykhailo Sorokovskyy, Oksana Oborska, Oksana Oryshchyn, Mykhailo Luchkevych, Oksana Brodovska:
The Content Analysis Method for the Information Resources Formation in Electronic Content Commerce Systems. 1632-1651 - Volodymyr Kuchkovskiy, Vasyl Andrunyk, Maksym Krylyshyn, Lyubomyr Chyrun, Anatolii Vysotskyi, Sofia Chyrun, Nataliia Sokulska, Ilona Brodovska:
Application of Online Marketing Methods and SEO Technologies for Web Resources Analysis within the Region. 1652-1693
Session 2.4. Machine Learning Applications
- Oleg Rudenko, Oleksandr Bezsonov:
Robust Training of ADALINA Based on the Criterion of the Maximum Correntropy in the Presence of Outliers and Correlated Noise. 1694-1705 - Anatoliy Dovbysh, Vladyslav Piatachenko:
Hierarchical Clustering Approach for Information-Extreme Machine Learning of Hand Brush Prosthesis. 1706-1715 - Anatolii Kargin, Tetyana Petrenko:
Planning and Control Method Based on Fuzzy Logic for Intelligent Machine. 1716-1730 - Igor Baklan, Alina Oliinyk, Iryna Mukha, Kateryna Lishchuk, Olena Gavrilenko, Svitlana Reutska, Anna Tsytsyliuk,