CV

Education

• Ph.D in Computer Science, Wroclaw University of Science and Technology, Wroclaw, Poland, 2026
• M.Sc. in Computer Science, Wroclaw University of Science and Technology, Wroclaw, Poland, 2019
• B.Eng. in Computer Science, Silesian University of Technology, Gliwice, Poland, 2017

Research Visits

• May 2024: research visit at the Slovenska Tiskovna Agencija d.o.o. (STA), Ljubljana, Slovenia
• Jan 2024 - Feb 2024: research visit at the Rensselaer Polytechnic Institute, Troy, NY, USA

Research Projects

• OMINO - Overcoming Multilevel INformation Overload, HORIZON-MSCA-2021-SE-01, 2023-2025
• Modelling social interactions using data streams, research project funded by National Science Centre, Poland - OPUS, grant number 2021/41/B/HS6/02798, led by Prof. Radosaw Michalski, 2022-2025
• Diffusion of Information in Temporal Social Networks, research project funded by National Science Centre, Poland - SONATA, grant number 2015/17/D/ST6/04046, led by Prof. Radosaw Michalski, 2019-2020.

Publications

• Yueran Duan, Mateusz Nurek, Qing Guan, Radosław Michalski, Petter Holme. Temporal Link Prediction in Social Networks Based on Agent Behavior Synchrony and a Cognitive Mechanism. IEEE Transactions on Computational Social Systems, IEEE (2025)
• Mateusz Nurek, Joanna Kołaczek, Radosław Michalski, Boleslaw K. Szymanski, Omar Lizardo. CoDiNG – Naming Game with Continuous Latent Opinions of Individual Agents. arXiv:2406.19204
• Michał Czuba, Mateusz Nurek, Damian Serwata, Yu-Xuan Qiu, Mingshan Jia, Katarzyna Musial, Radosław Michalski, Piotr Bródka. Network Diffusion Framework to Simulate Spreading Processes in Complex Networks. Big Data Mining and Analytics, Vol. 7, Issue 3, pp. 637-654, Tsinghua University Press (2024)
• Damian Serwata, Mateusz Nurek, Radosław Michalski. A Perspective on the Ubiquity of Interaction Streams in Human Realm. ICCS 2024 - International Conference on Computational Science. Lecture Notes in Computer Science LNCS, vol. 14836, pp. 353–367, Springer, Cham (2024)
• Mateusz Nurek, Radosław Michalski, Omar Lizardo, Marian-Andrei Rizoiu. Predicting Relationship Labels and Individual Personality Traits From Telecommunication History in Social Networks Using Hawkes Processes. IEEE Access, Vol. 11, pp. 8492-8503 (2023)
• Radosław Michalski, Damian Serwata, Mateusz Nurek, Boleslaw K. Szymanski, Tao Jia. Temporal network epistemology: On reaching consensus in a real-world setting. Chaos: An Interdisciplinary Journal of Nonlinear Science, Vol. 32, 063135 (2022)
• Mateusz Nurek, Radosław Michalski. Combining Machine Learning and Social Network Analysis to Reveal the Organizational Structures. Applied Sciences 2020, 10(5), 1699 (2020)

Presentations

• NetSci 2025, Maastricht, Netherlands (poster presentation)
  Title: CoDiNG: A Hybrid Opinion Model Based on Human Cognition
• Sunbelt 2024, Edinburgh, UK (oral presentation)
  Title: Modeling opinion formation using a new Cognitive Naming Game model
• NetSci 2024, Quebec, Canada (poster presentation)
  Title: Cognitive-Enhanced Social Network Link Prediction Models Based on Behavioral Synchrony
• WAW 2024, Warsaw, Poland (oral presentation)
  Title: Cognition-Based Opinion Formation Model
• Networks 2021, remotely (oral presentation)
  Title: Inferring relationships and psychometric traits from call logs modeled using Hawkes point processes
• NetSci 2020, remotely (poster presentaion)
  Title: Revealing Organizational Structures by Studying Activity Patterns in Social Networks

Reviews

• Applied Network Science
• Knowledge and Information Systems
• Scientific Reports
• Social Network Analysis and Mining
• IC2S2 - International Conference on Computational Social Science 2024 and 2025

Program Committee Member

The Workshop on Social Influence - SI, co-located with The IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Organizing Committee Member

The Workshop on Social Influence - SI, co-located with The IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Teaching

• Complex Data Analysis - laboratory instructor
• Network Science - laboratory instructor
• Computer Architecture - laboratory instructor
• Linux System Administration - laboratory instructor

Other Experience

• May 2024: Lake Como School of Advanced Studies. Complex Networks: Theory, Methods, and Applications.
• 2016 - 2019: Software Developer at KAMSOFT, developing systems for the Polish National Health Fund.