The objective of the invention is the computer-assisted selection of the optimal machine component for a use. In the selection, empirical values are collected to create a continuously improving system. To achieve this, the inventive method includes determining properties of the machine component and their corresponding influence quantities, possible uses for the machine component, and the influence quantities to be considered in the use-specific selection and design of the machine component. The method also includes receiving statements relating to the influence quantities and determining, influence quantity interactions. The method further includes formulating the influence quantities, feeding the use and associated influence quantities as inputs into a selection algorithm to select the machine component that is optimally suitable for the use, and supplying the selected machine component.