1. A method comprising: receiving a raw search field value; determining a standardized search field from a plurality of standardized search fields for the raw search field value; mapping the raw search field value to a standard field value, the standard field value corresponding to the standardized search field; determining a plurality of similarity scores between the standard field value and a plurality of other standard field values based upon a cosine similarity using field values associated with member profiles; using the plurality of similarity scores, selecting a second standard field value; performing a search using the raw search field value, the standard field value, and the second standard field value to identify a plurality of search results; displaying the plurality of search results.