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Excelentní výzkumné týmy

INOVAČNÍ EKOSYSTÉMY ORIENTOVANÉ NA UDRŽITELNOST
A ROLE RŮZNÝCH STAKEHOLDERŮ

 

Vedoucí týmu: doc. Ing. Viktor Prokop, Ph.D.

Výzkumné zaměření: Inovační ekosystémy, determinanty (eko) inovací, inovace obchodních modelů, udržitelný rozvoj a cirkulární ekonomika, efekty spolupráce na úrovni firmy-univerzity-vlády na regionální rozvoj.

Interní členové – akademici:

  • prof. Ing. Jan Stejskal, Ph.D.
  • doc. Ing. Michaela Kotková Stříteská, Ph.D.
  • Mgr. David Zapletal, Ph.D.
  • Ing. Solomon Gyamfi, Ph.D.

Interní členové – doktorandi a post-dok:

  • Dr. Fazal Ur Rehman
  • Ing. Yee Yee Sein
  • Denys Dmytrenko, M.Sc.
  • Raymond Kwame Adane Darfo-Oduro, M.Sc.
  • Emmanuel Ebo Arthur, M.Sc.

Externí spolupracovníci:

  • prof. Jens Horbach (Faculty of Business, Augsburg University of Applied Sciences, Augsburg, Německo)
  • prof. Wolfgang Gerstlberger (School of Business and Governance, Tallinn University of Technology, Estonsko)
  • doc. Jana Hojnik (Faculty of Management, University of Primorska, Koper, Slovinsko)
  • doc. Agnieszka Karman (Faculty of Economics, Maria Sklodowska Curie University, Lublin, Polsko)
  • prof. Blandine Laperche (Université du Littoral Côte d’Opale (ULCO), Centre for Research on Innovation and Industrial Strategies (ISI), Dunkirk, Francie)
  • doc. Carlo Giglio (Department of Civil, Energy, Environmental and Material Engineering, Mediterranean University of Reggio Calabria, Itálie)
  • prof. Cali Nuur (Department of Industrial Economics and Management (INDEK), The Royal Institute of Technology, Stockholm, Švédsko)

Výstupy:

  • Prokop, V., Stejskal, J., Horbach, J., & Gerstlberger, W. (Eds.). (2022). Business Models for the Circular Economy: A European Perspective. Springer Nature.
  • Prokop, V., Stejskal, J., & Nuur, C. (2022). Do Environmental Regulations Stimulate Firms’ R&D, Product Innovation, or Environmental Awareness? Putting Porter’s Hypothesis in the Context of Central and Eastern European Countries. In Business Models for the Circular Economy (pp. 241-269). Springer, Cham.
  • Prokop, V., Hojnik, J., Zapletal, D., & Žižmond, E. (2022). On the path to sustainable development: The nexus among owner gender diversity, energy management, and firms' innovation radicalness. Business Strategy and the Environment, 1-17.
  • Horbach, J., Prokop, V., & Stejskal, J. (2022). Determinants of firms' greenness towards sustainable development: A multi‐country analysis. Business Strategy and the Environment, 1-14.
  • Prokop, V., Gerstlberger, W., Zapletal, D., & Striteska, M. K. (2022). The double-edged role of firm environmental behaviour in the creation of product innovation in Central and Eastern European countries. Journal of Cleaner Production, 331, 129989.
  • Hojnik, J., Prokop, V., & Stejskal, J. (2022). R&D as bridge to sustainable development? Case of Czech Republic and Slovenia. Corporate social responsibility and environmental management, 29(1), 146-160.
  • Prokop, V., Hajek, P., & Stejskal, J. (2021). Configuration Paths to Efficient National Innovation Ecosystems. Technological Forecasting and Social Change, 168, 120787.

 

 

 

 

DATOVÉ EKOSYSTÉMY

Vedoucí týmu: Ing. et Ing. Martin Lněnička, Ph.D.

Výzkumné zaměření: otevřená data, datové ekosystémy, chytrá města, transparentnost, e-government, informační věda.

Interní členové: 

  • Ing. Renáta Máchová, Ph.D.

Externí spolupracovníci:

  • Dr. Anastasija Nikiforova (University of Tartu, Faculty of Science and Technology, Institute of Computer Science)
  • Dr. Mariusz Luterek (University of Warsaw, Faculty of Journalism, Information and Book Studies, Department of Information Studies)

Výstupy:

  • Lnenicka, M., Nikiforova, A., Luterek, M., Azeroual, O., Ukpabi, D., Valtenbergs, V., & Machova R. (2022). Transparency of open data ecosystems in smart cities: Definition and assessment of the maturity of transparency in 22 smart cities. Sustainable Cities and Society, 82, 103906.
  • Lnenicka, M., Luterek, M., & Nikiforova, A. (2022). Benchmarking open data efforts through indices and rankings: Assessing development and contexts of use. Telematics and Informatics, 66, 101745.
  • Lnenicka, M., & Nikiforova, A. (2021). Transparency-by-design: What is the role of open data portals?. Telematics and Informatics, 61, 101605.

 

 

 

 

INTELIGENTNÍ SYSTÉMY NA PODPORU ROZHODOVÁNÍ

Vedoucí týmu: prof. Ing. Petr Hájek, Ph.D.

Výzkumné zaměření: výpočetní inteligence, strojové učení, datová věda, text mining, hluboké učení, fuzzy systémy

Interní členové – akademici:

  • prof. RNDr. Michal Munk, PhD.
  • doc. Mgr. Ing. Martin Boďa, PhD.

Interní členové – doktorandi

  • Abdelrahman Taha Youssef, M.Sc.
  • Ing. Petr Šild
  • Ing. Evelyn Toseafa

Externí spolupracovníci:

  • prof. Ing. Vladimír Olej, CSc.
  • Ing. Aliaksandr Barushka, Ph.D.
  • prof. Roberto Henriques (NOVA IMS, Universidade Nova de Lisboa)
  • prof. Jean-Michel Sahut (IDRAC Business School)

 Výstupy:

  • Hajek, P., & Sahut, J. M. (2022). Mining behavioural and sentiment-dependent linguistic patterns from restaurant reviews for fake review detection. Technological Forecasting and Social Change, 177, 121532.
  • Hajek, P., & Novotny, J. (2022). Fuzzy rule-based prediction of gold prices using news affect. Expert Systems with Applications, 193, 116487.
  • Hajek, P., Barushka, A., & Munk, M. (2020). Fake consumer review detection using deep neural networks integrating word embeddings and emotion mining. Neural Computing and Applications, 32(23), 17259-17274.
  • Papouskova, M., & Hajek, P. (2019). Two-stage consumer credit risk modelling using heterogeneous ensemble learning. Decision Support Systems, 118, 33-45.
  • Hajek, P., & Henriques, R. (2017). Mining corporate annual reports for intelligent detection of financial statement fraud–A comparative study of machine learning methods. Knowledge-Based Systems, 128, 139-152.
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