Knowledge engineering

• Combining Symbolic and Generative AI to Explore Knowledge Base and Control Cabbage Pests in West Africa, Alain Gutierrez, Marianne Huchard, Abla Déla Mondédji, Diénaba Sall Sy, Pierre Silvie, Huaxi (Yulin) Zhang, Pierre Martin - LIRMM (FR), Univ. Lomé (TG), ISRA (SN), UPJV (FR), Cirad (FR) 
• AgroPortal: A Key Component for Semantic Data Interoperability in Digital Agriculture, Clement Jonquet - INRAE (FR) 
• OpenSILEX software suite, combining knowledge graphs and NoSQL databases to build scientific communities information systems, Isabelle Alic, Anne Tireau, Arnaud Charleroy, Catherine Roussey - INRAE (FR) 
• Standardizing Agronomic Experimental Data to Foster Innovation in Biosolutions: The STAR Project, Xavier Delpuech, Catherine Roussey, Frédéric Salvi, Florence Amardeilh, Méven Otheguy, Thomas Pressecq - IFV (FR), INRAE (FR), Terres Inovia FR), Elzeard FR), Sicarex Beaujolais (FR), Syndev (FR) 
• Advances in Crop2ML: A Centralized Framework for Exchanging Crop Model Components, Cyrille Ahmed Midingoyi, Teiki Raihauti, Thiago Berton Ferreira, Michael Berg-Mohnicke, Hamish Brown, Rogerio Cichota, Andreas Enders, Davide Fumagalli, Dean Holzworth, Fabio Oliveira, Jingjing Zhang, Hélène Raynal, Patrice Lecharpentier, Bruce Kimball, Christophe Pradal, Gerrit Hoogenboom, Pierre Martre - Cirad (FR), INRAE (FR), UF ABE (US), ZALF (DE), Plant&Food Research (NZ), INRES (DE), Fincons Group (IT), CSIRO (AU), USDA-ARS (US), LIRMM (FR), Univ. Florida (US) 
• Open data and code in agriculture: successes, obstacles and lessons learned from open data-based digital tools for agroforestry, Marie Gosme, João Palma, Ana Tomás, Kristoffer Rønn-Anderson, Paul Burgess, Bert Reubens, Gerry Lawson, Waas Thissen, Sonja Kay - INRAE (FR), MVARC (PT), Regen Farmer (DK), Cranfiel Univ. (UK), ILVO (BE), EURAF (BE), Louis Bolk Instituut (NL), Agroscope (CH)