AICS-CoLInS 2025
PhD Workshop on Artificial Intelligence in Computer Science at CoLInS 2025

Table of Contents

• Cover and Preface
  Summary: There were 24 papers submitted for peer-review to this Workshop. Out of these, 14 papers were accepted for this volume, 14 as regular papers and 0 as short papers.
  
  
• AI assistant for intelligent interaction and route optimization in offshore turbine maintenance system 1-21
  Victoria Vysotska, Kirill Smelyakov, Anastasiya Chupryna, Maksym Derenskyi, Vadim Repikhov, Mykyta Hvozdiev
• Dynamic feature weighting in hybrid recommendation systems using genetic algorithm 22-31
  Nina Khairova, Dmytro Sytnikov, Mykyta Hrebeniuk, Polina Sytnikova
• Competency module of shift-left architecture in big data 32-46
  Victoria Vysotska, Iryna Kyrychenko, Vadym Demchuk, Nadiia Babkova
• Fuzzy ontological model of knowledge representation for the humanitarian response 47-59
  Olha Chala, Tetiana Bilova, Iryna Pobizhenko, Olena Ostapenko
• Integration of an intelligent system with a Telegram chatbot using API 60-69
  Olha Yanholenko, Volodymyr Burdaiev
• Intelligent system for diabetes management on mobile devices 70-86
  Victoria Vysotska, Kirill Smelyakov, Nataliia Sharonova, Oleksandr Dolhanenko, Oleksiy Lanovyy, Vadym Repikhov
• A data-driven analysis of digital competencies on Ukrainian labour market 87-97
  Lyubomyr Chyrun, Oleh Dubetskyi, Yuliya Gladka, Andrii Roskladka, Nataliia Geseleva, Yuliia Meish
• Theoretical and applied foundations for improving fake news detection systems based on the use of CNN neural networks 98-112
  Mikolaj Karpinski, Dmytro Borovyk, Serhii Lienkov, Oleh Borovyk, Oleksandr Seliukov, Iryna Panibrat
• Intelligent adaptive model for the helicopter turboshaft engines gas temperature sensor readings correction 113-133
  Serhii Vladov, Victoria Vysotska, Vasyl Lytvyn, Yelyzaveta Sahun, Nataliia Vladova, Mykhailo Luchkevych
• Intelligent team work planning: a model for increasing sprint value 134-149
  Olha Yanholenko, Marina Grinchenko, Mykyta Rohovyi, Olena Yakovleva, Anton Rogovyi
• Hybrid quantum CNN-based information technology for building semantic segmentation in aerial imagery 150-162
  Vita Kashtan, Volodymyr Hnatushenko, Dmytro Babets, Krzysztof Cyran, Kamil Wereszczyński
• Identifying fake news in political discourse behavior using machine learning methods 163-174
  Victoria Vysotska, Nadiia Babkova, Dina Huliieva, Zoia Kochuieva, Nataliia Ugolnikova, Mariia Kozulia
• Fuzzy expert system for assessing the quality of well completion in complicated geological conditions 175-184
  Anatoliy Sachenko, Chingiz Garayev, Eldar Suleymanov, Lesia Dubchak
• Comparator-based identification of food edibility from natural language description 185-199
  Olga Cherednichenko, Maryna Vovk, Nataliia Sharonova, Anzhelika Vorzhevitina