发明名称 |
Generating ranked search results using linear and nonlinear ranking models |
摘要 |
Generating ranked search results includes receiving a plurality of matching information items that match a search request, ranking at least some of the plurality of matching information items using a linear ranking model that linearly combines a first plurality of feature values to obtain a first set of ranked results, ranking at least some of the first set of ranked results using a nonlinear ranking model that nonlinearly combines a second plurality of feature values to obtain a second set of ranked results, and provide a search response based on the second set of ranked results. |
申请公布号 |
US8782040(B2) |
申请公布日期 |
2014.07.15 |
申请号 |
US201213691157 |
申请日期 |
2012.11.30 |
申请人 |
Alibaba Group Holding Limited |
发明人 |
Guo Ning;Xing Fei;Xie Yuheng;Hou Lei;Zhang Qin |
分类号 |
G06F17/30 |
主分类号 |
G06F17/30 |
代理机构 |
Van Pelt, Yi & James LLP |
代理人 |
Van Pelt, Yi & James LLP |
主权项 |
1. A method for generating ranked search results, comprising:
receiving, using one or more processors, a plurality of matching information items that match a search request; ranking at least some of the plurality of matching information items using a linear ranking model that linearly combines a first plurality of feature values for the at least some of the plurality of matching information items to obtain a first set of ranked results; ranking at least some of the first set of ranked results using a nonlinear ranking model that nonlinearly combines a second plurality of feature values for at least some of the first set of ranked results to obtain a second set of ranked results; and providing a search response based on the second set of ranked results. |
地址 |
KY |