12. The computer-implemented method of claim 9 , wherein the automated analysis further comprises identifying a plurality of attributes in the previously submitted search queries based at least partly on frequencies with which tokens occur in the previously submitted search queries.
13. The computer-implemented method of claim 12 , wherein identifying the plurality of attributes is further based at least partly on context in which entities are identified within the previously submitted queries.