• English
  • Deutsch
  • Log In
    Password Login
    Research Outputs
    Fundings & Projects
    Researchers
    Institutes
    Statistics
Repository logo
Fraunhofer-Gesellschaft
  1. Home
  2. Fraunhofer-Gesellschaft
  3. Artikel
  4. New perspectives for data-supported foresight: The hybrid AI-expert approach
 
  • Details
  • Full
Options
2022
Journal Article
Title

New perspectives for data-supported foresight: The hybrid AI-expert approach

Abstract
This paper outlines new perspectives for data-supported foresight by combining participatory expert-based futures dialogues with the power of artificial intelligence (AI) in what we call the hybrid AI-expert-based foresight approach. To this end, we present a framework of five typical steps in a fully fledged foresight process ranging from scoping to strategizing and show how AI can be integrated into each of the steps to enable the hybrid AI-expert foresight approach. Building on this, we present experiences gained from two recent research projects of TNO and Fraunhofer ISI that deal with aspects of the hybrid AI-expert foresight approach and give insights into the opportunities and challenges of the new perspectives for data-supported foresight that this approach enables. Finally, we summarize open questions and challenges for future research.
Author(s)
Geurts, Amber
TNO, Strategic Analysis and Policy; Rathenau Institute
Gutknecht, Ralph  orcid-logo
Fraunhofer-Institut für System- und Innovationsforschung ISI  
Warnke, Philine  orcid-logo
Fraunhofer-Institut für System- und Innovationsforschung ISI  
Goetheer, Arjen
TNO, Strategic Analysis and Policy; VU Univ. Amsterdam
Schirrmeister, Elna  orcid-logo
Fraunhofer-Institut für System- und Innovationsforschung ISI  
Bakker, Babette
TNO, Strategic Analysis and Policy
Meissner, Svetlana
Fraunhofer-Institut für System- und Innovationsforschung ISI  
Journal
Futures & foresight science  
Open Access
DOI
10.1002/ffo2.99
File(s)
N-638448.pdf (1.34 MB)
Rights
CC BY-NC-ND 4.0: Creative Commons Attribution-NonCommercial-NoDerivatives
Language
English
Fraunhofer-Institut für System- und Innovationsforschung ISI  
Keyword(s)
  • AI

  • data supported foresight

  • framework

  • hybrid AI‐expert‐based approach

  • innovation management

  • strategic decision making

  • strategic foresight

  • technology management

  • trend detection

  • Cookie settings
  • Imprint
  • Privacy policy
  • Api
  • Contact
© 2024