| Vol-4015 urn:nbn:de:0074-4015-X Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

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

### Proceedings of the PhD Workshop on Artificial Intelligence in Computer Science at 9th International Conference on Computational Linguistics and Intelligent Systems (CoLInS-2025)

### Kharkiv, Ukraine, May 15-16, 2025.

Edited by

### Olga Cherednichenko*
Nina Khairova**
Lyubomyr Chyrun***
Vasyl Lytvyn****
Yevgeniy Bodyanskiy*****

* Bratislava University of Economics and Management, Slovak Republic
** Umeå University, Sweden
*** Ivan Franko National University of Lviv, Ukraine
**** Lviv Polytechnic National University, Ukraine
***** Kharkiv National University of Radio Electronics, Ukraine

## 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

2025-08-21: submitted by Lyubomyr Chyrun, metadata incl. bibliographic data published under Creative Commons CC0
2025-08-26: published on CEUR-WS.org |valid HTML5|