A process for producing metal ore pellets from a particulate carbon-based material, a metal ore material, and a silicate-based binder which includes one or more surfactants, comprising the steps of: admixing the materials and binder, and agglomerating the so-formed mixture by tumbling to form the pellets at ambient ...