1,471
Views
0
CrossRef citations to date
0
Altmetric
Introduction

Artificial intelligence, big data, algorithms and Industry 4.0 in firms and clusters

, , &

References

  • Acemoglu, D., and P. Restrepo. 2020. “The Wrong Kind of AI? Artificial Intelligence and the Future of Labour Demand.” Cambridge Journal of Regions, Economy and Society 13 (1): 25–35. doi:10.1093/cjres/rsz022.
  • Antonietti, R., L. Cattani, and G. Pedrini. 2022. “Robots and the Productivity of Local Manufacturing Systems in Emilia-Romagna: The Mediating Role of Occupational Similarity and Complexity.” European Planning Studies, 1–25. doi:10.1080/09654313.2022.2161816.
  • Balland, P. A., and Boschma, R. 2021. Mapping the potentials of regions in Europe to contribute to new knowledge production in Industry 4.0 technologies. Regional Studies 55 (10-11): 1652–1666.
  • Bettiol, M., E. Di Maria, and S. Micelli, eds. 2020. Knowledge Management and Industry 4.0: New Paradigms for Value Creation. Vol. 9. Heidelberg: Springer.
  • Bianchi, P., C. Durán, and S. Labory. 2019. Transforming Industrial Policy for the Digital age: Production, Territories and Structural Change. Cheltenham: Edward Elgar Publishing.
  • Boix-Domenech, R., V. Galletto, F. Sforzi, and F. Capone. 2022. “Living Innovation Machines: Modelling Innovation in Time and Space Variable-Geometry Territorial Units Using Machine Learning.” European Planning Studies, 1–21. https://doi.org/10.1080/09654313.2022.2134727
  • Büchi, G., M. Cugno, and R. Castagnoli. 2020. “Smart Factory Performance and Industry 4.0.” Technological Forecasting and Social Change 150: 119790. doi:10.1016/j.techfore.2019.119790.
  • Cooke, P. 2017. “Digital Tech’and the Public Sector: What New Role after Public Funding?” European Planning Studies 25 (5): 739–754. doi:10.1080/09654313.2017.1282067.
  • Cooke, P. 2019. “Responsible Research and Innovation? From FinTech’s ‘Flash Crash’at Cermak to Digitech’s Willow Campus and Quayside.” European Planning Studies 27 (12): 2376–2393. doi:10.1080/09654313.2018.1556610.
  • Cooke, P. 2022. “Learning as Imitation or Mimesis: How ‘Smart’ is Machine Learning for its Planning Controllers?” European Planning Studies, 1–13. doi:10.1080/09654313.2022.2124102.
  • Cséfalvay, Z. 2020. “Robotization in Central and Eastern Europe: Catching up or Dependence?” European Planning Studies 28 (8): 1534–1553. doi:10.1080/09654313.2019.1694647.
  • Dalenogare, L., G. Benitez, N. Ayala, and A. Frank. 2018. “The Expected Contribution of Industry 4.0 Technologies for Industrial Performance.” International Journal of Production Economics 204: 383–394. doi:10.1016/j.ijpe.2018.08.019.
  • De Propris, L., and D. Bailey. 2020. Industry 4.0 and Regional Transformations. New York, NY: Taylor & Francis.
  • Doloreux, D., and Turkina, E. 2021. New path creation in the artificial intelligence industry: regional preconditions, new actors and their collective actions, and policies. Regional Studies 55 (10-11): 1751–1763.
  • European Expert Group on Clusters. 2021. European Expert Group on Clusters Recommendation Report Directorate-General. Bruxelles: European Commission.
  • Fiorini, N., T. Pucci, E. Casprini, and L. Zanni. 2022. “The Actors’ Role in Industrial Districts Facing the Challenge of Technologies 4.0 Between Absorption and Dissemination.” European Planning Studies, 1–20. doi:10.1080/09654313.2022.2161299.
  • Floridi, L., and J. Cowls. 2019. “A Unified Framework of Five Principles for AI in Society.” Harvard Data Science Review 1 (1): 1–15.
  • Furman, J., and R. Seamans. 2019. “AI and the Economy.” Innovation Policy and the Economy 19 (1): 161–191. doi:10.1086/699936.
  • Götz, M., and B. Jankowska. 2017. “Clusters and Industry 4.0–do They Fit Together?” European Planning Studies 25 (9): 1633–1653. doi:10.1080/09654313.2017.1327037.
  • Hervas-Oliver, J. 2022. “Industry 4.0 in Industrial District SMEs: Understanding Collective Knowledge Transfer by Research and Transfer Institutes.” Competitiveness Review: An International Business Journal 31 (5): 647–666. doi:10.1108/CR-06-2022-0075.
  • Hervas-Oliver, J., S. Estelles-Miguel, M. Peris-Ortiz, and J. Belso-Martínez. 2022. “Does Regional Innovation Policy Really Work for Industry 4.0? Evidence for Industrial Districts.” European Planning Studies, 1–19. doi:10.1080/09654313.2022.2135368.
  • Hervas-Oliver, J., G. Gonzalez-Alcaide, R. Rojas-Alvarado, and S. Monto-Mompo. 2021. “Emerging Regional Innovation Policies for Industry 4.0: Analyzing the Digital Innovation Hub Program in European Regions.” Competitiveness Review: An International Business Journal 31 (1): 106–129. doi:10.1108/CR-12-2019-0159.
  • Hervás-Oliver, J. 2021. “Industry 4.0 in Industrial Districts: Regional Innovation Policy for the Toy Valley District in Spain.” Regional Studies 55 (10-11): 1775–1786. doi:10.1080/00343404.2021.1939861.
  • Lazzeretti, L. 2022. “What is the Role of Culture Facing the Digital Revolution Challenge? Some Reflections for a Research Agenda.” European Planning Studies 30 (9): 1617–1637. doi:10.1080/09654313.2020.1836133.
  • Lazzeretti, L. 2023. The Rise of Algorithmic Society and the Strategic Role of Arts and Culture. Cheltenham.: Edward Elgar.
  • Lazzeretti, L., N. Innocenti, M. Nannelli, and S. Oliva. 2022. “The Emergence of Artificial Intelligence in the Regional Sciences: A Literature Review.” European Planning Studies, 1–21. doi:10.1080/09654313.2022.2101880.
  • Messeni Petruzzelli, A., Murgia, G., and Parmentola, A. 2022. How can open innovation support SMEs in the adoption of I4. 0 technologies? An empirical analysis. R&D Management 52 (4): 615–632.
  • Mittal, S., Khan, M. A., Romero, D., and Wuest, T. 2018. A critical review of smart manufacturing & Industry 4.0 maturity models: Implications for small and medium-sized enterprises (SMEs). Journal of manufacturing systems 49: 194–214.
  • Müller, J., O. Buliga, and K. Voigt. 2018. “Fortune Favors the Prepared: How SMEs Approach Business Model Innovations in Industry 4.0.” Technological Forecasting and Social Change 132: 2–17. doi:10.1016/j.techfore.2017.12.019.
  • Nannelli, M., F. Capone, and L. Lazzeretti. 2023. “Artificial Intelligence in Hospitality and Tourism. State of the art and Future Research Avenues.” European Planning Studies, 1–20. doi:10.1080/09654313.2023.2180321.
  • Pagano, A., E. Carloni, S. Galvani, and R. Bocconcelli. 2021. “The Dissemination Mechanisms of Industry 4.0 Knowledge in Traditional Industrial Districts: Evidence from Italy.” Competitiveness Review 31 (1): 27–53. doi:10.1108/CR-12-2019-0160.
  • Parcu, P., M. Rossi, N. Innocenti, and C. Carrozza. 2023. How Real Will the Metaverse Be? Exploring the Spatial Impact of Virtual Worlds. European Planning Studies. doi:10.1080/09654313.2023.2221323.
  • Porter, M., and J. Heppelmann. 2014. “How Smart, Connected Products are Transforming Competition.” Harvard Business Review (Issue November).
  • Porter, M., and J. Heppelmann. 2015. “How Smart, Connected Products are Transforming Companies.” Harvard Business Review (Issue October).
  • Scherrer, W. 2021. “Industry 4.0 as a ‘Sudden Change': The Relevance of Long Waves of Economic Development for the Regional Level.” European Planning Studies 29 (9): 1723–1737. doi:10.1080/09654313.2021.1963054.
  • Sultana, N., E. Turkina, and P. Cohendet. 2023. “The Mechanisms Underlying the Emergence of Innovation Ecosystems: The Case of the AI Ecosystem in Montreal.” European Planning Studies, 1–23. doi:10.1080/09654313.2023.2185502.
  • Zukin, S. 2020. The Innovation Complex: Cities, Tech, and the New Economy. New York, NY: Oxford University Press.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.