Dmytro Sytnikov

According to our database, Dmytro Sytnikov authored at least 7 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Dynamic feature weighting in hybrid recommendation systems using genetic algorithm.

Nina Khairova, Dmytro Sytnikov, Mykyta Hrebeniuk, Polina Sytnikova

Proceedings of the PhD Workshop on Artificial Intelligence in Computer Science at 9th International Conference on Computational Linguistics and Intelligent Systems, 2025

The analysis of the impact of news sentiment on the dynamics of energy resource imports and exports in Ukraine during the full-scale war.

Nina Khairova, Nataliia Sharonova, Nadiia Babkova, Yehor Holyk, Dmytro Sytnikov

Proceedings of the Intelligent Systems Workshop at 9th International Conference on Computational Linguistics and Intelligent Systems, 2025

AI Agent for conversational Q&A over SaaS codebase using large language models.

Olga Cherednichenko, Dmytro Sytnikov, Nazarii Romankiv, Nataliia Sharonova, Polina Sytnikova

Proceedings of the Intelligent Systems Workshop at 9th International Conference on Computational Linguistics and Intelligent Systems, 2025

2024

Recommendation System Based on a Compact Hybrid User Model Using Fuzzy Logic Algorithms.

Nina Khairova, Nataliia Sharonova, Dmytro Sytnikov, Mykyta Hrebeniuk, Polina Sytnikova

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume II: Modeling, 2024

Topic Modelling of Ukraine War-Related News Using Latent Dirichlet Allocation with Collapsed Gibbs Sampling.

Nina Khairova, Yehor Holyk, Dmytro Sytnikov, Yurii Mishcheriakov, Nadiia Shanidze

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume III: Intelligent Systems Workshop, 2024

Selection of large language model for development of interactive chat bot for SaaS solutions.

Olga Cherednichenko, Dmytro Sytnikov, Nazarii Romankiv, Nataliia Sharonova, Polina Sytnikova

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume IV: Computational Linguistics Workshop, 2024

Generalizing Machine Learning Evaluation through the Integration of Shannon Entropy and Rough Set Theory.

Olga Cherednichenko, Dmytro Chernyshov, Dmytro Sytnikov, Polina Sytnikova

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2024