A "Special Session of the Agricultural Ontology Service Initiative: semantic problems and semantic solutions in agricultural knowledge and information products" will take place as part of the IAALD-AFITA-WCCA Conference. The aim of this session is to showcase practical applications of semantic tools. The contributions will be of specific relation and relevance to agriculture and related subject areas and are not expected to be generic papers about semantic tools.