公开(公告)号：US07689615B2

公开(公告)日：2010-03-30

申请号：US11294269

申请日：2005-12-05

申请人： Christopher J. Burges ,  Irina Matveeva ,  Leon C. W. Wong ,  Andrew S. Laucius ,  Timo Burkard

发明人： Christopher J. Burges ,  Irina Matveeva ,  Leon C. W. Wong ,  Andrew S. Laucius ,  Timo Burkard

IPC分类号： G06F7/00 ,  G06F17/30

CPC分类号： G06F17/30702 ,  G06F17/30864 ,  G06F17/30867

摘要： A unique system and method that facilitates improving the ranking of items is provided. The system and method involve re-ranking decreasing subsets of high ranked items in separate stages. In particular, a basic ranking component can rank a set of items. A subset of the top or high ranking items can be taken and used as a new training set to train a component for improving the ranking among these high ranked documents. This process can be repeated on an arbitrary number of successive high ranked subsets. Thus, high ranked items can be reordered in separate stages by focusing on the higher ranked items to facilitate placing the most relevant items at the top of a search results list.

摘要翻译： 提供了一种有助于提高项目排名的独特系统和方法。 该系统和方法包括在不同阶段重新排列高排名项目的减少子集。 特别地，基本排名组件可以对一组项目进行排序。 可以采用顶级或高级项目的一部分，并将其用作新的培训组，以训练组件以提高这些高排名文档中的排名。 该过程可以在任意数量的连续高排名子集上重复。 因此，通过关注较高排名的项目以便将最相关的项目放置在搜索结果列表的顶部，可以在单独的阶段重新排列高排名的项目。

公开(公告)号：US20060195440A1

公开(公告)日：2006-08-31

申请号：US11294269

申请日：2005-12-05

申请人： Christopher Burges ,  Irina Matveeva ,  Leon Wong ,  Andrew Laucius ,  Timo Burkard

发明人： Christopher Burges ,  Irina Matveeva ,  Leon Wong ,  Andrew Laucius ,  Timo Burkard

IPC分类号： G06F17/30

CPC分类号： G06F17/30702 ,  G06F17/30864 ,  G06F17/30867

摘要： A unique system and method that facilitates improving the ranking of items is provided. The system and method involve re-ranking decreasing subsets of high ranked items in separate stages. In particular, a basic ranking component can rank a set of items. A subset of the top or high ranking items can be taken and used as a new training set to train a component for improving the ranking among these high ranked documents. This process can be repeated on an arbitrary number of successive high ranked subsets. Thus, high ranked items can be reordered in separate stages by focusing on the higher ranked items to facilitate placing the most relevant items at the top of a search results list.

摘要翻译： 提供了一种有助于提高项目排名的独特系统和方法。 该系统和方法包括在不同阶段重新排列高排名项目的减少子集。 特别地，基本排名组件可以对一组项目进行排序。 可以采用顶级或高级项目的一部分，并将其用作新的培训组，以训练组件以提高这些高排名文档中的排名。 该过程可以在任意数量的连续高排名子集上重复。 因此，通过关注较高排名的项目以便将最相关的项目放置在搜索结果列表的顶部，可以在单独的阶段重新排列高排名的项目。

公开(公告)号：US08566696B1

公开(公告)日：2013-10-22

申请号：US13182920

申请日：2011-07-14

申请人： Dominic Hamon ,  Timo Burkard ,  Arvind Jain

发明人： Dominic Hamon ,  Timo Burkard ,  Arvind Jain

IPC分类号： G06F17/00 ,  G06F17/21 ,  G06F17/22 ,  G06F17/24

CPC分类号： G06F17/30899

摘要： A method and system for predicting a next navigation event are described. Aspects of the disclosure minimize the delay between a navigation event and a network response by predicting the next navigation event. The system and method may then prerender content associated with the next navigation event. For example, the method and system may predict a likely next uniform resource locator during web browsing to preemptively request content from the network before the user selects the corresponding link on a web page. The methods describe a variety of manners of predicting the next navigation event, including examining individual and aggregate historical data, text entry prediction, and cursor input monitoring.

摘要翻译： 描述用于预测下一个导航事件的方法和系统。 本公开的方面通过预测下一个导航事件来最小化导航事件和网络响应之间的延迟。 然后，系统和方法可以预先下载与下一个导航事件相关联的内容。 例如，该方法和系统可以在web浏览之前预测可能的下一个统一资源定位符，以便在用户选择网页上的对应链接之前先行地从网络请求内容。 该方法描述了预测下一个导航事件的各种方式，包括检查个人和聚合历史数据，文本输入预测和光标输入监视。

公开(公告)号：US20130191360A1

公开(公告)日：2013-07-25

申请号：US13353626

申请日：2012-01-19

申请人： Timo Burkard ,  Ziga Mahkovec ,  Christopher Bentzel

发明人： Timo Burkard ,  Ziga Mahkovec ,  Christopher Bentzel

IPC分类号： G06F17/30

CPC分类号： G06F17/30864 ,  G06F17/2247 ,  G06F17/30011 ,  G06F17/30598 ,  G06F17/30867 ,  G06F17/3089 ,  G06F17/30902 ,  G06F17/3097 ,  G06Q30/02

摘要： Aspects of the disclosure provide a system and method for prerendering of search result pages. A search engine may process search queries received from a client. The search engine may determine one or more search results in response to the search query. One or more of the search results may be associated with prerender instructions, such that when the search results are received by the client, the client prerenders the search results associated with the prerender instructions. Prerender instructions may be associated with the search results in various manners, including ranking the search results based on relevance, or ranking the search results based on the likelihood of selection. Metrics and analytical data may be collected from the client to improve the search result prerendering process.

摘要翻译： 本公开的方面提供了用于预览搜索结果页面的系统和方法。 搜索引擎可以处理从客户端接收的搜索查询。 搜索引擎可以响应于搜索查询确定一个或多个搜索结果。 搜索结果中的一个或多个可以与预渲染指令相关联，使得当客户端接收到搜索结果时，客户端预先提交与预先渲染指令相关联的搜索结果。 预渲染指令可以以各种方式与搜索结果相关联，包括基于相关性对搜索结果进行排名，或者基于选择的可能性对搜索结果进行排名。 可以从客户端收集指标和分析数据，以改进搜索结果预渲染过程。

公开(公告)号：US20130073509A1

公开(公告)日：2013-03-21

申请号：US13233300

申请日：2011-09-15

申请人： Timo Burkard ,  Dominic Hamon ,  Arvind Jain

发明人： Timo Burkard ,  Dominic Hamon ,  Arvind Jain

IPC分类号： G06N5/02

CPC分类号： G06F3/04847 ,  G06F3/0481 ,  G06F17/30864 ,  G06F17/30873 ,  G06F17/30902 ,  G06N5/048 ,  G06N99/005

摘要： A method and system for predicting a next navigation event are described. Aspects of the disclosure minimize the delay between a navigation event and a network response by predicting the next navigation event. The system and method may then prerender content associated with the next navigation event. For example, the method and system may predict a likely next uniform resource locator during web browsing to preemptively request content from the network before the user selects the corresponding link on a web page. The methods describe a variety of manners of predicting the next navigation event, including examining individual and aggregate historical data, text entry prediction, and cursor input monitoring.

摘要翻译： 描述用于预测下一个导航事件的方法和系统。 本公开的方面通过预测下一个导航事件来最小化导航事件和网络响应之间的延迟。 然后，系统和方法可以预先下载与下一个导航事件相关联的内容。 例如，该方法和系统可以在web浏览之前预测可能的下一个统一资源定位符，以便在用户选择网页上的对应链接之前先行地从网络请求内容。 该方法描述了预测下一个导航事件的各种方式，包括检查个人和聚合历史数据，文本输入预测和光标输入监视。

公开(公告)号：US08566531B2

公开(公告)日：2013-10-22

申请号：US12545225

申请日：2009-08-21

申请人： Timo Burkard ,  David Presotto

发明人： Timo Burkard ,  David Presotto

IPC分类号： G06F12/12

CPC分类号： G06F12/123 ,  G06F12/00 ,  G06F12/0246 ,  G06F12/0842 ,  G06F12/0871 ,  G06F12/0888 ,  G06F12/121 ,  G06F12/122 ,  G06F2212/264 ,  G06F2212/7209 ,  H04L67/2857

摘要： A system and method is provided wherein, in one aspect, a currently-requested item of information is stored in a cache based on whether it has been previously requested and, if so, the time of the previous request. If the item has not been previously requested, it may not be stored in the cache. If the subject item has been previously requested, it may or may not be cached based on a comparison of durations, namely (1) the duration of time between the current request and the previous request for the subject item and (2) for each other item in the cache, the duration of time between the current request and the previous request for the other item. If the duration associated with the subject item is less than the duration of another item in the cache, the subject item may be stored in the cache.

公开(公告)号：US07546294B2

公开(公告)日：2009-06-09

申请号：US11094364

申请日：2005-03-31

申请人： Gregory Hullender ,  Timo Burkard

发明人： Gregory Hullender ,  Timo Burkard

IPC分类号： G06F17/30

CPC分类号： G06F17/30864 ,  Y10S707/99936

摘要： A system and method for optimizing the performance of a document ranker in a search engine. Weights are assigned to the document features considered by the document ranker. The weights are optimized to produce the highest possible relative ranking for a group of test documents in response to an associated group of search queries.

摘要翻译： 一种用于优化搜索引擎中的文档筛选器的性能的系统和方法。 权重被分配给文档游标者考虑的文档特征。 优化权重以响应于相关联的搜索查询组来产生一组测试文档的最高可能的相对排名。

公开(公告)号：US08788711B2

公开(公告)日：2014-07-22

申请号：US13175115

申请日：2011-07-01

申请人： Timo Burkard ,  Arvind Jain ,  Christopher Bentzel

发明人： Timo Burkard ,  Arvind Jain ,  Christopher Bentzel

IPC分类号： G06F15/16

CPC分类号： G06F17/2247 ,  G06Q30/0273 ,  H04L67/16

摘要： Aspects of the disclosure minimize the delay between a navigation event and a network response by prerendering the next navigation event. The methods and systems described herein may predict a likely next uniform resource locator during web browsing to preemptively request network content from the network before the user selects the corresponding link on a web page. In one aspect, a subset of content from the network content is redacted in order to create a set of partial content such that the set of partial content comprises the network content with the redacted content removed. One or more hypertext transfer protocol (HTTP) error codes within the set of partial content is inserted in place of the redacted content. When notification is received that the set of partial content is accessed by a user device, the redacted content is sent in response.

摘要翻译： 本发明的方面通过预先引导下一个导航事件来最小化导航事件和网络响应之间的延迟。 本文描述的方法和系统可以在网络浏览之前预测可能的下一个统一资源定位符，以在用户选择网页上的相应链接之前先行地从网络请求网络内容。 在一个方面，编辑来自网络内容的内容的子集，以便创建一组部分内容，使得该组部分内容包括去除已修改内容的网络内容。 插入该部分内容集合内的一个或多个超文本传输​​协议（HTTP）错误代码来代替编辑的内容。 当接收到用户设备访问该部分内容的通知时，响应地发送编辑的内容。

公开(公告)号：US20140095966A1

公开(公告)日：2014-04-03

申请号：US13633431

申请日：2012-10-02

申请人： Timo Burkard ,  Arvind Jain

发明人： Timo Burkard ,  Arvind Jain

IPC分类号： G06F17/00

CPC分类号： G06F17/30902 ,  G06F17/30899

摘要： A method and system for improving access to network content are described. Aspects of the disclosure minimize the delay between a navigation event and a network response by prerendering the next navigation event. For example, the method and system may predict a likely next navigation event during web browsing to preemptively request content from the network before the user selects the corresponding link on a web page. The prediction operation may identify correlations between metadata associated with a navigation history. The metadata may include the relationship of the selected navigation events to a web page. By making predictions using link page relationships links may be accurately predicted in circumstances where two links share common relationships to their source page but different destination addresses.

摘要翻译： 描述了一种用于改善网络内容访问的方法和系统。 本发明的方面通过预先引导下一个导航事件来最小化导航事件和网络响应之间的延迟。 例如，该方法和系统可以在网络浏览之前预测可能的下一个导航事件，以在用户选择网页上的相应链接之前从网络抢先请求内容。 预测操作可以识别与导航历史相关联的元数据之间的相关性。 元数据可以包括所选择的导航事件与网页的关系。 通过使用链接页面关系进行预测，可以在两个链接与其源页面共享公共关系但不同的目标地址的情况下准确地预测链接。

公开(公告)号：US08655819B1

公开(公告)日：2014-02-18

申请号：US13233314

申请日：2011-09-15

申请人： Timo Burkard ,  Dominic Hamon ,  Arvind Jain

发明人： Timo Burkard ,  Dominic Hamon ,  Arvind Jain

IPC分类号： G06F17/00 ,  G06F17/30 ,  G06N99/00

CPC分类号： G06N5/048 ,  G06F17/30864 ,  G06F17/30873 ,  G06N99/005

摘要： A method and system for predicting a next navigation event are described. Aspects of the disclosure minimize the delay between a navigation event and a network response by predicting the next navigation event. The system and method may then prerender content associated with the next navigation event. For example, the method and system may predict a likely next uniform resource locator during web browsing to preemptively request content from the network before the user selects the corresponding link on a web page. The methods describe a variety of manners of predicting the next navigation event, including examining individual and aggregate historical data, text entry prediction, and cursor input monitoring.

摘要翻译： 描述用于预测下一个导航事件的方法和系统。 本公开的方面通过预测下一个导航事件来最小化导航事件和网络响应之间的延迟。 然后，系统和方法可以预先下载与下一个导航事件相关联的内容。 例如，该方法和系统可以在web浏览之前预测可能的下一个统一资源定位符，以便在用户选择网页上的相应链接之前从网络抢先请求内容。 该方法描述了预测下一个导航事件的各种方式，包括检查个人和聚合历史数据，文本输入预测和光标输入监视。