发明名称 |
Similar search queries and images |
摘要 |
Methods, systems and apparatus, including computer programs encoded on a computer storage medium, for determining similar queries for image searches. In one aspect, a method includes generating, for each of a plurality of search queries, a selection vector for the search query, each selection vector including a plurality of vector elements, each vector element corresponding to a unique image, and the value of each vector element being proportional to a number of selections of its corresponding unique image in response to the unique image being presented as a search result for the search query. The method further includes selecting a first search query and a second search query from the plurality of search queries and determining, from the selection vectors for the first and second search queries, a similarity measure that is a measurement of the similarity of the first search query to the second query. |
申请公布号 |
US9507804(B2) |
申请公布日期 |
2016.11.29 |
申请号 |
US201414322430 |
申请日期 |
2014.07.02 |
申请人 |
Google Inc. |
发明人 |
Zhou Yun;Garg Gaurav;Malpani Radhika |
分类号 |
G06F17/30;G06F7/00 |
主分类号 |
G06F17/30 |
代理机构 |
Fish & Richardson P.C. |
代理人 |
Fish & Richardson P.C. |
主权项 |
1. A computer-implemented method performed by a data processing apparatus, the method comprising:
generating, for each of a plurality of images, a selection vector for the image, each selection vector including a plurality of vector elements, each vector element corresponding to a unique search query, and the value of each vector element being proportional to a number of user selections of the image when the image is presented as a search result in response to the unique search query; selecting a first image and a second image from the plurality of images; and determining, from the selection vectors for the first and second images, a similarity measure that is a measurement of the similarity of the first image to the second image; providing, based on the similarity measure exceeding a specified threshold and in response to a query received from a client device, data that presents the first and second images at the client device. |
地址 |
Mountain View CA US |