LABEL FILTERS FOR LARGE SCALE MULTI-LABEL CLASSIFICATION

摘要

Systems and methods for assigning labels to an object are provided. The method includes: receiving a set of labels and at least one object to be assigned labels; applying a label filter to the set of labels and to each of the at least one objects; identifying which labels in the set of labels are irrelevant; eliminating labels in the set of labels that are irrelevant to each of the at least one objects from further consideration; creating a subset of labels; determining which labels in the subset of labels are relevant to the object; assigning, to each of the at least one objects, the labels that are relevant to the object; determining which of the objects are relevant to a user to create user-oriented content, the user-oriented content consisting of at least one object determined to be relevant to a user; and displaying the user-orientated content to the user.