IDEAS home Printed from https://ideas.repec.org/h/spr/prbchp/978-3-031-78179-7_12.html
   My bibliography  Save this book chapter

The Evolution of Methodologies and Tools for Monitoring Sustainable Bioeconomy

Author

Listed:
  • Bogdan Florin Matei

    (Bucharest University of Economic Studies)

  • Giani Grădinaru

    (Bucharest University of Economic Studies
    Romanian Academy)

  • Iulia Elena Neagoe

    (Bucharest University of Economic Studies)

Abstract

Over the past decades, the process of monitoring bioeconomy has witnessed a significant transformation, marked by a dynamic evolution of analysis instruments and algorithms. Our study explores monitoring practices on a global scale, spanning from traditional indicators to cutting-edge AI-enabled approaches. Initially reliant on classic metrics, the bioeconomy analysis landscape has transitioned towards a more sophisticated paradigm, incorporating advanced tools for data collection, processing, and analysis. Also, the integration of artificial intelligence has empowered researchers to get actionable insights from vast and complex datasets. The results will describe the chronological progression of monitoring methodologies, from the emergence of statistical models, by introducing regression analysis, time series methods and predictive modelling, to the subsequent integration of machine learning, reaching the era of artificial intelligence and big data. This will provide a better understanding of the evolution of bioeconomy and a state-of-the-art of the AI applications in the field, offering also insights into the historical development of monitoring methodologies.

Suggested Citation

  • Bogdan Florin Matei & Giani Grădinaru & Iulia Elena Neagoe, 2025. "The Evolution of Methodologies and Tools for Monitoring Sustainable Bioeconomy," Springer Proceedings in Business and Economics,, Springer.
    • Handle: RePEc:spr:prbchp:978-3-031-78179-7_12
    DOI: 10.1007/978-3-031-78179-7_12
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:prbchp:978-3-031-78179-7_12. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.