CPC G06Q 30/0631 (2013.01) [G06Q 30/0201 (2013.01); G06Q 30/0629 (2013.01); G06Q 30/0643 (2013.01)] | 15 Claims |
1. An information recommendation method, comprising:
identifying pairs of matched items according to historical data to determine cross-category relationships of the items;
constructing item matching scenes by using the cross-category relationships of the items and using an unsupervised learning method;
ranking the item matching scenes by using an item scene picture and a user scene picture, comprising:
obtaining combined features of a user and a scene by means of learning the item scene picture and the user scene picture using a strong learner;
obtain a coefficient of the combined features by using weak classifiers to score the obtained combined features; and
ranking the item matching scenes according to the coefficient of the combined features;
ranking items in the item matching scenes according to a feedback behavior on the items in the item matching scene from a user; and
recommending the ranked item matching scenes to the user.
|