About
Piotr Bródka has been affiliated with Wrocław University of Science and Technology for over 20 years, first as a student from 2003 to 2008 (also earning a Master's degree from Blekinge University of Technology), then as a PhD candidate from 2008 to 2012, and since December 2010, as a faculty member. In 2012, he defended his PhD dissertation with distinction, completed postgraduate studies at the Faculty of Computer Science and Management (Project Management and Commercialization of Research Results), and became a certified project manager (International Project Management Association Level D). In 2013, he completed an internship at Stanford University under the government-funded Top500 Innovators program. Between 2018 and 2025, he served as a visiting professor at the University of Technology Sydney. Additionally, he completed several month-long research internships (at Rensselaer Polytechnic Institute, the University of California, and the Slovenian Press Agency). In 2020, he obtained his habilitation degree in Computer Science and Telecommunications and was appointed professor at the Department of Artificial Intelligence at the Faculty of Computer Science and Telecommunications.
He conducts research in computational network science, resulting in over 100 publications in renowned journals and at prestigious international conferences. He focuses on the analysis and mining of multilayer networks, spreading processes, community detection, and important nodes identification. You can find more on the Network Science Lab website (https://networks.pwr.edu.pl/) he co-leads. You can meet him at most of the top complex network and computational network science, e.g., NetSci, IC2S2, Sunbelt, ASONAM, etc.
Piotr has participated in numerous research projects (funded by the National Science Centre, National Centre for Research and Development, European Commission, and Visegrad Fund, among others) and has received multiple awards, including several Rector's Awards for outstanding contributions to the university, the Dean's Laurel awarded three times for exceptional contributions within the Faculty of Computer Science and Management, and a scientific scholarship for outstanding young researchers from the Ministry of Science and Higher Education (2015-2018).
In education, Piotr has supervised dozens of master's theses and conducted numerous courses, including original ones such as Computational Network Science and Methods for Analyzing Complex Networks. He co-authored the Data Science specialization and the program in Artificial Intelligence, both of which he has overseen from the beginning. He supervises or co-supervises several ongoing doctoral dissertations and has supervised a few completed ones.
Piotr Bródka serves as the Deputy Head of the Department of Artificial Intelligence. He is a member of various bodies, including the Faculty Council and the Discipline Council, where he is part of the working group preparing curriculum reviews. He has served as a senator in the Senate of Wrocław University of Science and Technology, participated in the team monitoring the implementation of the European Researcher Strategy at PWr, acted as the Dean's Representative for the Artificial Intelligence program, and been a member of the Faculty Committee for Evaluation and Quality Assurance in Education.
<!--EndFragment-->Research Interests
Education
D.Sc. in Information and Communication Technology
Wroclaw University of Science and Technology · 2020
Stanford Center for Professional Development "Science - Management - Commercialization"
Stanford University, USA · 2013
Ph.D. in Computer Science, Network Science (with honours)
Wroclaw University of Science and Technology · 2012
Postgraduate studies in Research Project Management and Commercialization of research results
Wroclaw University of Science and Technology, International Project Management Association · 2012
MSc in Computer Science
Blekinge Institute of Technology · 2012
MSc in Computer Science (with honours)
Wroclaw University of Science and Technology · 2008
Publications
Multilayer artificial benchmark for community detection (mABCD)
2026 · Expert Systems with Applications 307
The Multilayer Artificial Benchmark for Community Detection (mABCD)
2025 · WAW 2025
Rank-refining seed selection methods for influence maximisation in multilayer networks
2025 · Social Network Analysis and Mining 15(1)
Identifying Super Spreaders in Multilayer Networks
2025 · ECAI 2025
Network Diffusion Framework to Simulate Spreading Processes in Complex Networks
2024 · Big Data Mining and Analytics 7(3)
Identifying Key Nodes for the Influence Spread Using a Machine Learning Approach
2024 · Entropy 26(11)
A bridge between influence models and control methods
2024 · Applied Network Science 9(1)
The Role of Conformity in Opinion Dynamics Modelling with Multiple Social Circles
2023 · ICCS 2023
Influence of Information Blocking on the Spread of Virus in Multilayer Networks
2023 · Entropy 25(2)
COVID-19 peak estimation and effect of nationwide lockdown in India
2022 · *Journal of Statistics & Management Systems*
Dynamic pricing and discounts by means of interactive presentation systems in stationary point of sales
2021 · *Computational Science - ICCS 2021 : 21st International Conference Krakow, Poland, June 16-18, 2021 : proceedings. Pt. 4*
Sequential seeding in multilayer networks
2021 · *Chaos*
Effective influence spreading in temporal networks with sequential seeding
2020 · *IEEE Access*
Interacting spreading processes in multilayer networks: a systematic review
2020 · *IEEE Access*
Analysis of group evolution prediction in complex networks
2019 · *PLoS ONE*
Analysis and applications of complex social networks 2018
2019
Regional clustering of Indian hospitals for better health
2018 · *2018 International Conference on Circuits and Systems in Digital Enterprise Technology (ICCSDET) : 21-22 December, 2018, Kottayam, India.*
Community evolution
2018 · *Encyclopedia of Social Network Analysis and Mining*
Multilayer social networks
2018 · *Encyclopedia of Social Network Analysis and Mining*
Strategic distribution of seeds to support diffusion in complex networks
2018 · *PLoS ONE*
Probing limits of information spread with sequential seeding
2018 · *Scientific Reports*
Quantifying layer similarity in multiplex networks :a systematic study
2018 · *Royal Society Open Science*
Overlapping community detection using superior seed set selection in social networks
2018 · *Computers and Electrical Engineering*
Seed selection for information cascade in multilayer networks
2018 · *Complex Networks & Their Applications VI : Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications)*
Do we really need to catch them all? :a new user-guided social media crawling method
2017 · *Entropy*
eSource for clinical trials: implementation and evaluation of a standards-based approach in a real world trial
2017 · *International Journal of Medical Informatics*
Increasing coverage of information diffusion processes by reducing the number of initial seeds
2017 · *Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, ASONAM '17 : July 31-August 03, 2017, Sydney, Australia*
A multilayer network dataset of interaction and influence spreading in a virtual world
2017 · *Scientific Data*
Analysis and applications of complex social networks
2017
Balancing speed and coverage by sequential seeding in complex networks
2017 · *Scientific Reports*
Seeds buffering for information spreading processes
2017 · *Social Informatics : 9th International Conference, SocInfo 2017, Oxford, UK, September 13-15, 2017 : proceedings. Pt. 1*
Finding influential users in social media using association rule learning
2016 · *Entropy*
A picture is worth a thousand words :an empirical study on the influence of content visibility on diffusion processes within a virtual world
2016 · *Behaviour & Information Technology*
TRANSFoRm eHealth solution for quality of life monitoring
2016 · *AMIA Joint Summits on Translational Science*
Evaluation of TRANSFoRm mobile eHealth solution for remote patient monitoring during clinical trials
2016 · *Mobile Information Systems*
Opracowanie sieciowego modelu relacji klient-sprzedawca w wirtualnej sieci sprzedaży
2016
Feasibility and acceptability of TRANSFoRm to improve clinical trial recruitment in primary care
2016 · *Family Practice*
Predicting user participation in social media
2016 · *Advances in Network Science : 12th International Conference and School, NetSci-X 2016, Wrocław, Poland, January 11-13, 2016 : proceedings*
Social network analysis in applications
2016
Predicting community evolution in social networks
2015 · *Entropy*
Knowledge workers’ collaborative learning behavior modeling in an organizational social network
2015 · *Computers in Human Behavior*
TRANSFoRm: implementing a Learning Healthcare System in Europe through embedding clinical research into clinical practice
2015 · *Proceedings of the 48th Annual Hawaii International Conference on System Sciences : Kauai, Hawaii, 5-8 January 2015*
Adaptive survey design using structural characteristics of the social network
2015 · *Social Informatics : 7th International Conference, SocInfo 2015 Beijing, China, December 9 – 12, 2015 : proceedings*
Analiza zastosowania klasycznych systemów rekomendacyjnych w architekturze klient-produkt
2015
Mobile eHealth solution (ePRO)
2015 · *Journal of Clinical Bioinformatics*
Inteligentny system regułowy do rekomendacji biznesowych dla wirtualnej sieci sprzedaży :
2015
Knowledge acquisition from social platforms based on network distributions fitting
2015 · *Computers in Human Behavior*
Community evolution
2014 · *Encyclopedia of Social Network Analysis and Mining. Vol. 1, A-L*
Extraction of multilayered social networks from activity data
2014 · *The Scientific World Journal*
Seed selection for spread of influence in social networks: temporal vs. static approach
2014 · *New Generation Computing*
Multilayered social networks
2014 · *Encyclopedia of Social Network Analysis and Mining. Vol. 2, M-R*
Profile cloning detection in social networks
2014 · *2014 European Network Intelligence Conference, ENIC 2014 : Wroclaw, Poland, 29-30 September 2014 : proceedings.*
The same network - different communities? :the multidimensional study of groups in the cyberspace
2014 · *Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014 : Beijing, China, 17-20 August 2014*
Message from SNAA program chairs
2014
From data to human behaviour
2013 · *2013 International Conference on Social Intelligence and Technology, State College, Pennsylvania, 8-10 May 2013 : proceedings.*
Different approaches to community evolution prediction in blogosphere
2013 · *The 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013, Niagara Falls, Canada, 25-28 August 2013.*
Competence region modelling in relational classification
2013 · *Intelligent Information and Database Systems : 5th Asian Conference, ACIIDS 2013, Kuala Lumpur, Malaysia, March 18-20, 2013 : proceedings. Pt. 2*
An introduction to community detection in multi-layered social network
2013 · *Information systems, e-learning, and knowledge management research : 4th World Summit on the Knowledge Society WSKS 2011, Mykonos, Greece, September 21-23, 2011 : revised selected papers*
EcoRide :
2013 · *Green technologies and business practices : an IT approach*
GED: the method for group evolution discovery in social networks
2013 · *Social Network Analysis and Mining*
Influence of the dynamic social network timeframe type and size on the Group Evolution Discovery
2012 · *Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Istanbul, Turkey, 26-29 August 2012.*
A method for group extraction and analysis in multi-layered social networks
2012
Key users in social network :
2012 · *LAP Lambert Academic Publishing*
Identification of group changes in blogosphere
2012 · *Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Istanbul, Turkey, 26-29 August 2012.*
Analysis of neighbourhoods in multi-layered dynamic social networks
2012 · *International Journal of Computational Intelligence Systems*
Key person analysis in social communities within the blogosphere
2012 · *Journal of Universal Computer Science*
Web-based knowledge exchange through social links in the workplace
2012 · *Behaviour & Information Technology*
SocLaKE: Social Latent Knowledge Explorator
2012 · *Computer Journal*
Quantifying social network dynamics
2012 · *Proccedings of the 2012 Fourth International Conference on Computational Aspects of Social Networks (CASoN), 2012 Eighth International Conference on Information Assurance and Security (IAS), 2012 Eighth International Conference on Next Generation Web Services Practices (NWeSP), 21-23 November 2012, Säo Carlos, Brasil*
Predicting group evolution in the social network
2012 · *Social Informatics : 4th International Conference, SocInfo 2012, Lausanne, Switzerland, December 5-7, 2012 : proceedings*
Influence of the user importance measure on the group evolution discovery
2012 · *Foundations of Computing and Decision Sciences*
Ask friends for help :a collaborative query answering system
2011 · *Cooperative design, visualization, and engineering : 8th international conference, CDVE 2011, Hong Kong, China, September 11-14, 2011 : proceedings*
A generic model for a multidimensional temporal social network
2011 · *e-Technologies and networks for development : First International Conference, ICeND 2011, Dar-es- Salaam, Tanzania, August 3-5, 2011 : proceedings*
Tracking group evolution in social networks
2011 · *Social Informatics : Third International Conference, SocInfo 2011, Singapore, October 6-8, 2011 : proceedings*
Different approaches to groups and key person identification in blogosphere
2011 · *2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM : proceedings, Kaohsiung, Taiwan, 25-27 July 2011.*
Modelling social network evolution
2011 · *Social Informatics : Third International Conference, SocInfo 2011, Singapore, October 6-8, 2011 : proceedings*
Shortest path discovery in the multi-layered social network
2011 · *2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM : proceedings, Kaohsiung, Taiwan, 25-27 July 2011.*
Group evolution discovery in social networks
2011 · *2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM : proceedings, Kaohsiung, Taiwan, 25-27 July 2011.*
Evaluation of organization structure based on email interactions
2011 · *International Journal of Knowledge Society Research*
Data warehouses
2011 · *Wrocław University of Technology ;*
A degree centrality in multi-layered social network
2011 · *Proceedings of the 2011 International Conference on Computational Aspects of Social Networks, (CASoN) : Salamanca, Spain, 19 – 21 October 2011*
Multidimensional social network :model and analysis
2011 · *Computational collective intelligence : technologies and applications : Third International Conference, ICCCI 2011, Gdynia, Poland, September 21-23, 2011 : proceedings. Pt. 1*
Multi-layered social network creation based on bibliographic data
2010 · *The Second IEEE International Conference on Social Computing, SocialCom 2010 : Symposium on Social Intelligence and Networking, Minneapolis, Minnesota, USA, August 20-22, 2010.*
Recommendation boosted query propagation in the social network
2010 · *Lecture Notes in Computer Science*
A method for group extraction in complex social networks
2010 · *Knowledge management, information systems, e-learning, and sustainability research : Third World Summit on the Knowledge Society, WSKS 2010, Corfu, Greece, September 22-24, 2010 : proceedings. Pt. 1*
How to analyze company using social network?
2010 · *Knowledge management, information systems, e-learning, and sustainability research : Third World Summit on the Knowledge Society, WSKS 2010, Corfu, Greece, September 22-24, 2010 : proceedings. Pt. 1*
Individual neighbourhood exploration in complex multi-layered social network
2010 · *2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2010 Workshops, Toronto, Ontario, Canada, 31 August - 3 September 2010*
Utilizing dynamic molecular modelling technique for predicting changes in complex social networks
2010 · *2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2010 Workshops, Toronto, Ontario, Canada, 31 August - 3 September 2010*
Molecular dynamics modelling of the temporal changes in complex networks
2009 · *2009 IEEE Congress on Evolutionary Computation, IEEE CEC 2009, Trondheim, Norway, 18th to 21st May 2009.*
Efficiency of node position calculation in social networks
2009 · *Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence*
User position measures in social networks
2009 · *Proceedings ot the 3rd Workshop on Social Network Mining and Analysis : SNA-KDD'09, Paris, France, June 28, 2009.*
Network-aware customer value in telecommunication social networks
2009 · *Proceedings of the 2009 International Conference on Artificial Intelligence, ICAI 2009, Las Vegas, Nevada, USA, July 13-16, 2009. Vol. 1*
The impact of customer churn on social value dynamics
2009 · *International Journal of Virtual Communities and Social Networking*
A performance of centrality calculation in social networks
2009 · *2009 International Conference on Computational Aspects of Social Networks, CASoN 2009 : proceedings, Fontainbleu, France, 27-27 June 2009*
The influence of customer churn and acquisition on value dynamics of social neighbourhoods
2009 · *Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence*
Analizy wielowymiarowe OLAP serwera Politechniki Wrocławskiej
2007 · *Człowiek - cywilizacja - przyszłość. V Konferencja Naukowa Studentów. Referaty, Wrocław, 21-23 maja 2007. T. 1.*
Indeksowanie obiektów wielowymiarowych
2006 · *Człowiek - cywilizacja - przyszłość. IV Konferencja Naukowa Studentów. Referaty, Wrocław, 22-24 maja 2006. T. 1.*
