公开(公告)号：US09218369B2

公开(公告)日：2015-12-22

申请号：US14445446

申请日：2014-07-29

Applicant: Google Inc.

Inventor： Alexandre Petcherski ,  Michihiro Kuramochi ,  Simon Tong

IPC: G06F17/30

CPC classification number: G06F17/30265 ,  G06F17/30 ,  G06F17/30864

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for ranking images using hover data. In one aspect, a method includes determining a click count and a hover count for an image and a search query pair. The click count specifies a number of times that an image search result that includes a representation of the image has been selected when provided in response to the search query. The hover count specifies a number of times that the representation of the image has been hovered over when the image search result has been provided in response to the search query. A quality measure for the image with respect to the search query is determined. The quality measure is based on the click count and the hover count. A ranking of the image is adjusted for the search query based on the quality measure for the image.

Abstract translation: 方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于使用悬停数据对图像进行排序。 一方面，一种方法包括确定图像和搜索查询对的点击次数和悬停计数。 点击次数指定响应于搜索查询而提供的包含图像的表示的图像搜索结果已经被选择的次数。 悬停计数指定了当响应于搜索查询而提供图像搜索结果时图像的表示已经被悬停的次数。 确定相对于搜索查询的图像的质量度量。 质量度量基于点击次数和悬停次数。 基于图像的质量测量，针对搜索查询调整图像的排名。

公开(公告)号：US20150169639A1

公开(公告)日：2015-06-18

申请号：US14445446

申请日：2014-07-29

Applicant: Google Inc.

Inventor： Alexandre Petcherski ,  Michihiro Kuramochi ,  Simon Tong

IPC: G06F17/30

CPC classification number: G06F17/30265 ,  G06F17/30 ,  G06F17/30864

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for ranking images using hover data. In one aspect, a method includes determining a click count and a hover count for an image and a search query pair. The click count specifies a number of times that an image search result that includes a representation of the image has been selected when provided in response to the search query. The hover count specifies a number of times that the representation of the image has been hovered over when the image search result has been provided in response to the search query. A quality measure for the image with respect to the search query is determined. The quality measure is based on the click count and the hover count. A ranking of the image is adjusted for the search query based on the quality measure for the image.

Abstract translation: 方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于使用悬停数据对图像进行排序。 一方面，一种方法包括确定图像和搜索查询对的点击次数和悬停计数。 点击次数指定响应于搜索查询而提供的包含图像的表示的图像搜索结果已经被选择的次数。 悬停计数指定当响应于搜索查询而提供图像搜索结果时图像的表示已经被悬停的次数。 确定相对于搜索查询的图像的质量度量。 质量度量基于点击次数和悬停次数。 基于图像的质量测量，针对搜索查询调整图像的排名。