@ARTICLE{10.21494/ISTE.OP.2025.1361, 

TITLE={Transforming Tacit Knowledge in Geosciences into Collective Heritage: Strategies and Perspective}, 
  
AUTHOR={Guillaume Dechambenoit
, Fatma Chamekh
, Imadeddine Laouici
, Christelle Loiselet
, Yann Dantal, }, 
	
JOURNAL={Open Journal in Information Systems Engineering}, 
	
VOLUME={5}, 

NUMBER={Special Issue}, 
	
YEAR={2025}, 

URL={https://www.openscience.fr/Transforming-Tacit-Knowledge-in-Geosciences-into-Collective-Heritage-Strategies}, 
	
DOI={10.21494/ISTE.OP.2025.1361}, 
	
ISSN={2634-1468}, 
	
ABSTRACT={This study explores the capture and valorization of tacit knowledge within scientific organizations, using BRGM as a case study. Facing the strategic challenge of knowledge management, we examine the transformation of indi-vidual knowledge into a collective asset via a three-pronged methodological approach: theoretical framework, use of AI tools to identify and transcribe this knowledge, and proposal of a CBR architecture with an AI agent ("beregem") to solve problems in geosciences. This research contributes to the management of scientific tacit knowledge through AI-based solutions.}}