RANKING SUGGESTIONS BASED ON USER ATTRIBUTES

摘要

Methods and apparatus for ranking suggestions for input of a user based on one or more attributes of the user that are associated with one or more of the suggestions. User attributes of the user's user profile may be matched to user attributes of a suggestion and the suggestion ranked based at least in part on bias measures associated with the matched user attributes of the suggestion. Some implementations are directed to determining, for each of a plurality of suggestions, multiple user attributes and associated bias measures to associate with the suggestion.

主权项

1. A computer-implemented method, comprising:
identifying suggestions for an input of a user, each of the suggestions including one or more characters not present in the input; identifying one or more user attributes associated with the user; identifying, for a given suggestion of the suggestions, a set of one or more of the user attributes that are each associated with the given suggestion; identifying, for each of the user attributes of the set, a bias measure for the given suggestion, wherein the bias measure for a given user attribute of the set is based on a measure of submissions associated with the given suggestion by a set of users having indicated interactions associated with the given user attribute; determining an overall bias measure for the given suggestion based on the bias measures for the user attributes of the set; and determining a ranking of the given suggestion for the input based on the overall bias measure.