公开(公告)号：US07966341B2

公开(公告)日：2011-06-21

申请号：US11834616

申请日：2007-08-06

Applicant: Farzin Maghoul ,  Kostas Tsioutsiouliklis

Inventor： Farzin Maghoul ,  Kostas Tsioutsiouliklis

IPC: G06F7/00 ,  G06F17/30

CPC classification number: G06F17/30551

Abstract: Techniques are provided maintaining data that indicates for a plurality of query terms whether the plurality of query terms are date-qualified query terms. A query is received, and in response to receiving the query, the query is inspected to determine that the query contains a particular date-qualified query term. Then it is determined that the particular date-qualified query term has been associated with a plurality of dates, and it is determined which of the plurality of dates with which to associate the date-qualified query term for the query, based at least in part on the frequency with which each particular date of the plurality of dates has been associated with the particular date-qualified query term.

Abstract translation: 提供技术维护指示多个查询词的数据，无论多个查询词是否是日期限定的查询词。 接收到查询，并且响应于接收到查询，检查查询以确定查询包含特定的日期限定查询项。 然后，确定特定的日期限定查询项已经与多个日期相关联，并且确定至少部分地与用于查询的关联日期限定查询项的多个日期中的哪个日期 在多个日期的每个特定日期已经与特定日期限定查询项相关联的频率上。

公开(公告)号：US20090043748A1

公开(公告)日：2009-02-12

申请号：US11834616

申请日：2007-08-06

Applicant: Farzin Maghoul ,  Kostas Tsioutsiouliklis

Inventor： Farzin Maghoul ,  Kostas Tsioutsiouliklis

IPC: G06F17/30 ,  G06F7/10

CPC classification number: G06F17/30551

Abstract: Techniques are provided maintaining data that indicates for a plurality of query terms whether the plurality of query terms are date-qualified query terms. A query is received, and in response to receiving the query, the query is inspected to determine that the query contains a particular date-qualified query term. Then it is determined that the particular date-qualified query term has been associated with a plurality of dates, and it is determined which of the plurality of dates with which to associate the date-qualified query term for the query, based at least in part on the frequency with which each particular date of the plurality of dates has been associated with the particular date-qualified query term.

Abstract translation: 提供技术维护指示多个查询词的数据，无论多个查询词是否是日期限定的查询词。 接收到查询，并且响应于接收到查询，检查查询以确定查询包含特定的日期限定查询项。 然后，确定特定的日期限定查询项已经与多个日期相关联，并且确定至少部分地与用于查询的关联日期限定查询项的多个日期中的哪个日期 在多个日期的每个特定日期已经与特定日期限定查询项相关联的频率上。

公开(公告)号：US20100287129A1

公开(公告)日：2010-11-11

申请号：US12437043

申请日：2009-05-07

Applicant: Kostas Tsioutsiouliklis ,  Su Han Chan ,  Sean Suchter ,  Andrew Tomkins ,  Arnab Bhattacharjee ,  Dmitri Pavlovski

Inventor： Kostas Tsioutsiouliklis ,  Su Han Chan ,  Sean Suchter ,  Andrew Tomkins ,  Arnab Bhattacharjee ,  Dmitri Pavlovski

IPC: G06N5/02

CPC classification number: G06F16/951 ,  G06N20/00

Abstract: Embodiments of methods, apparatuses, devices and systems associated with categorizing or selecting potential search engine results are disclosed.

Abstract translation: 公开了与分类或选择潜在搜索引擎结果相关联的方法，设备，设备和系统的实施例。

公开(公告)号：US08849775B2

公开(公告)日：2014-09-30

申请号：US12969146

申请日：2010-12-15

Applicant: Alexander Smola ,  Kostas Tsioutsiouliklis ,  Novi Quadrianto ,  Gilbert Leung

Inventor： Alexander Smola ,  Kostas Tsioutsiouliklis ,  Novi Quadrianto ,  Gilbert Leung

IPC: G06F7/00 ,  G06F17/00 ,  G06F17/30

CPC classification number: G06F17/30902

Abstract: A system and method is described herein that cache web documents in two or more caches in an optimized manner. The web documents result from a plurality of queries presented to a web search engine. Each web document has a tier score indicating a position of the web document in the caches. The tier scores are modified in a manner that rearranges the web documents in caches. This rearrangement of the web documents in the caches can advantageously improve the retrieval time for the web documents.

Abstract translation: 这里描述了以优化的方式在两个或更多个高速缓存中的高速缓存web文档的系统和方法。 网络文档是由提供给网络搜索引擎的多个查询产生的。 每个web文档都有一个层次分数，表示Web文档在高速缓存中的位置。 层次分数以对缓存中的Web文档进行重新排列的方式进行修改。 网页文档在高速缓存中的重新排列可以有利地提高网络文档的检索时间。

公开(公告)号：US20100094868A1

公开(公告)日：2010-04-15

申请号：US12248267

申请日：2008-10-09

Applicant: Gilbert Leung ,  Lei Duan ,  Dmitri Pavlovski ,  Su Han Chan ,  Kostas Tsioutsiouliklis

Inventor： Gilbert Leung ,  Lei Duan ,  Dmitri Pavlovski ,  Su Han Chan ,  Kostas Tsioutsiouliklis

IPC: G06F7/10 ,  G06F17/30

CPC classification number: G06F17/30861

Abstract: A system for detecting artificial promotion of a resource, including a search engine operative to index a set incoming links (“inlinks”) which reference the resource, a log module coupled with the search engine and configured to store log data associated with the set of inlinks, a partitioning module coupled with log module and operative to partition the set of inlinks into a plurality of groups of inlinks based on at least one partitioning scheme, a statistics module coupled with the partitioning module and operative to compute a statistic associated with the inlinks within each of the plurality of groups of inlinks, and a computation module coupled with the statistics module and operative to process the computed statistic associated with the inlinks of each of the plurality of groups of inlinks and compute a metric associated with set of inlinks where the metric indicates a level of uniformity of a distribution of values of the respective computed statistics among the plurality of groups of inlinks, and where the search engine places a list of search results, generated in response to a search query, in a pattern based on the metric.

Abstract translation: 一种用于检测资源的人为促进的系统，包括操作以索引引用所述资源的集合进入链接（“链接”）的搜索引擎，与所述搜索引擎耦合的日志模块，并且被配置为存储与所述一组 内联链接，与日志模块耦合并且可操作以基于至少一个分区方案将所述一组内联链路分割成多个联机组的分区模块，与所述分区模块耦合并可操作以计算与所述内联关联的统计量的统计模块 在所述多个在线组内的每一个中，以及计算模块，与所述统计模块耦合并且可操作以处理与所述多个联机组中的每一个的所述内联链接相关联的所计算的统计量，并且计算与一组内联链接相关联的度量， 度量表示多个o中的各个计算的统计的值的分布的均匀性的水平 f组的链接，以及搜索引擎在基于度量的模式中放置响应于搜索查询生成的搜索结果的列表。

公开(公告)号：US20090006357A1

公开(公告)日：2009-01-01

申请号：US11769641

申请日：2007-06-27

Applicant: Alexandrin Popescul ,  Clifford A. Brunk ,  Nadav A. Zimak ,  Kostas Tsioutsiouliklis

Inventor： Alexandrin Popescul ,  Clifford A. Brunk ,  Nadav A. Zimak ,  Kostas Tsioutsiouliklis

IPC: G06F17/30

CPC classification number: G06F17/30882 ,  G06F17/30867

Abstract: Techniques are provided for generating quality measures for items, including web pages, based on a “random searcher” behavior model. The random searcher behavior model takes into account “implicit” links between items, instead of or in addition to the explicit links. After identifying the implicit links between items, the implicit links may be used as the basis for generating quality measures for the items to which the implicit links point. A variety of types of implicit links are described. To facilitate the generation of quality measures for items based on implicit links, a graph of the implicit links may be constructed in a manner similar to a webgraph.

Abstract translation: 提供了基于“随机搜索者”行为模型来产生包括网页在内的物品质量测量的技术。 随机搜索者行为模型考虑了项目之间的“隐含”链接，而不是显式链接或除了显式链接之外。 在识别项目之间的隐式链接之后，隐式链接可以用作为隐式链接指向的项目生成质量度量的基础。 描述了各种类型的隐式链接。 为了促进基于隐式链接的项目的质量度量的生成，可以以与网页图片相似的方式构建隐式链接的图形。

公开(公告)号：US08290986B2

公开(公告)日：2012-10-16

申请号：US11769641

申请日：2007-06-27

Applicant: Alexandrin Popescul ,  Clifford A. Brunk ,  Nadav A. Zimak ,  Kostas Tsioutsiouliklis

Inventor： Alexandrin Popescul ,  Clifford A. Brunk ,  Nadav A. Zimak ,  Kostas Tsioutsiouliklis

IPC: G06F17/30

CPC classification number: G06F17/30882 ,  G06F17/30867

Abstract: Techniques are provided for generating quality measures for items, including web pages, based on a “random searcher” behavior model. The random searcher behavior model takes into account “implicit” links between items, instead of or in addition to the explicit links. After identifying the implicit links between items, the implicit links may be used as the basis for generating quality measures for the items to which the implicit links point. A variety of types of implicit links are described. To facilitate the generation of quality measures for items based on implicit links, a graph of the implicit links may be constructed in a manner similar to a webgraph.

Abstract translation: 提供了基于随机搜索者行为模型来产生包括网页在内的物品的质量测量的技术。 随机搜索器行为模型考虑了项目之间的隐式链接，而不是显式链接或除了显式链接之外。 在识别项目之间的隐式链接之后，隐式链接可以用作为隐式链接指向的项目生成质量度量的基础。 描述了各种类型的隐式链接。 为了促进基于隐式链接的项目的质量度量的生成，可以以与网页图片相似的方式构建隐式链接的图形。

公开(公告)号：US20120158740A1

公开(公告)日：2012-06-21

申请号：US12969146

申请日：2010-12-15

Applicant: Alexander Smola ,  Kostas Tsioutsiouliklis ,  Novi Quadrianto ,  Gilbert Leung

Inventor： Alexander Smola ,  Kostas Tsioutsiouliklis ,  Novi Quadrianto ,  Gilbert Leung

IPC: G06F17/30

CPC classification number: G06F17/30902

Abstract: A system and method is described herein that cache web documents in two or more caches in an optimized manner. The web documents result from a plurality of queries presented to a web search engine. Each web document has a tier score indicating a position of the web document in the caches. The tier scores are modified in a manner that rearranges the web documents in caches. This rearrangement of the web documents in the caches can advantageously improve the retrieval time for the web documents.

Abstract translation: 这里描述了以优化的方式在两个或更多个高速缓存中的高速缓存web文档的系统和方法。 网络文档是由提供给网络搜索引擎的多个查询产生的。 每个web文档都有一个层次分数，表示Web文档在高速缓存中的位置。 层次分数以对缓存中的Web文档进行重新排列的方式进行修改。 网页文档在高速缓存中的重新排列可以有利地提高网络文档的检索时间。

公开(公告)号：US07974970B2

公开(公告)日：2011-07-05

申请号：US12248267

申请日：2008-10-09

Applicant: Gilbert Leung ,  Lei Duan ,  Dmitri Pavlovski ,  Su Han Chan ,  Kostas Tsioutsiouliklis

Inventor： Gilbert Leung ,  Lei Duan ,  Dmitri Pavlovski ,  Su Han Chan ,  Kostas Tsioutsiouliklis

IPC: G06F17/30

CPC classification number: G06F17/30861

Abstract: A system for detecting artificial promotion of a resource, including a search engine operative to index a set incoming links (“inlinks”) which reference the resource, a log module coupled with the search engine and configured to store log data associated with the set of inlinks, a partitioning module coupled with log module and operative to partition the set of inlinks into a plurality of groups of inlinks based on at least one partitioning scheme, a statistics module coupled with the partitioning module and operative to compute a statistic associated with the inlinks within each of the plurality of groups of inlinks, and a computation module coupled with the statistics module and operative to process the computed statistic associated with the inlinks of each of the plurality of groups of inlinks and compute a metric associated with set of inlinks where the metric indicates a level of uniformity of a distribution of values of the respective computed statistics among the plurality of groups of inlinks, and where the search engine places a list of search results, generated in response to a search query, in a pattern based on the metric.

Abstract translation: 一种用于检测资源的人为促进的系统，包括操作以索引引用所述资源的集合进入链接（“链接”）的搜索引擎，与所述搜索引擎耦合的日志模块，并且被配置为存储与所述一组 内联链接，与日志模块耦合并且可操作以基于至少一个分区方案将所述一组内联链路分割成多个联机组的分区模块，与所述分区模块耦合并可操作以计算与所述内联关联的统计量的统计模块 在所述多个在线组内的每一个中，以及计算模块，与所述统计模块耦合并且可操作以处理与所述多个联机组中的每一个的所述内联链接相关联的所计算的统计量，并且计算与一组内联链接相关联的度量， 度量表示多个o中的各个计算的统计的值的分布的均匀性的水平 f组的链接，以及搜索引擎在基于度量的模式中放置响应于搜索查询生成的搜索结果的列表。

公开(公告)号：US20090043749A1

公开(公告)日：2009-02-12

申请号：US11834619

申请日：2007-08-06

Applicant: Priyank S. Garg ,  Kostas Tsioutsiouliklis ,  Bruce T. Smith ,  Timothy M. Converse

Inventor： Priyank S. Garg ,  Kostas Tsioutsiouliklis ,  Bruce T. Smith ,  Timothy M. Converse

IPC: G06F7/06 ,  G06F17/30

CPC classification number: G06F16/3338

Abstract: Techniques are provided for storing queries received by a search engine are in a query log. For a particular query term in the query, it is determined how many queries in the query log contain that particular query term and an intent-indicating term, and determined how many queries in the query log contain that particular query term without an intent-indicating term. Based on the ratio between the number of queries in the query log that contain the particular query term and the intent-indicating term and the number of queries in the query log that contain the particular query term without the intent-indicating term, it is determined whether the particular query term is an intent-qualified query term. In response to determining that the particular query term is an intent-qualified query term, data is stored in a computer-readable medium that identifies the query term as an intent-qualified query term. Implicit-intent queries that contain the intent-qualified query term are processed based, at least in part, on the intent associated with the intent-qualified query term.

Abstract translation: 提供了用于存储由搜索引擎接收的查询在查询日志中的技术。 对于查询中的特定查询项，确定查询日志中包含多少个查询包含特定查询项和意图指示项，并确定查询日志中包含该特定查询项的查询数量，而无意图指示 术语。 基于包含特定查询项的查询日志中的查询数量与意图表示项之间的比例以及查询日志中包含不具有意图指示项的特定查询项的查询数量之间的比率，确定 特定查询项是否是意向限定的查询项。 响应于确定特定查询项是意向限定的查询项，数据被存储在计算机可读介质中，其将查询项标识为意图限定的查询项。 至少部分地基于与意图限定的查询项相关联的意图处理包含意图限定的查询项的隐含意图查询。