A selection device includes an identification unit that identifies search histories related to element candidates that are candidates for a new element, and pieces of posted information on the element candidates. The selection device includes a selection unit that selects, from among the element candidates, an element candidate in order to generate learning data to cause a model to learn a feature of information on the new element based on the identified search histories and the identified pieces of posted information.