Assessing similarities between gold ores, concentrates, and tailings with case-based reasoning

•A retrieval tool was built for comparing gold ores, concentrates, and tailings.•Six attributes were utilized for defining a similarity value between materials.•A novel set similarity measure was applied for mineralogy and chemical assay.•The tool successfully retrieved relevant cases for four examples of gold materials.