CN1806240A - 包括确信结果的突出显示的文档搜索引擎 - Google Patents
包括确信结果的突出显示的文档搜索引擎 Download PDFInfo
- Publication number
- CN1806240A CN1806240A CNA2004800161987A CN200480016198A CN1806240A CN 1806240 A CN1806240 A CN 1806240A CN A2004800161987 A CNA2004800161987 A CN A2004800161987A CN 200480016198 A CN200480016198 A CN 200480016198A CN 1806240 A CN1806240 A CN 1806240A
- Authority
- CN
- China
- Prior art keywords
- document
- user
- search engine
- search
- relevant
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9538—Presentation of query results
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/951—Indexing; Web crawling techniques
Landscapes
- Engineering & Computer Science (AREA)
- Databases & Information Systems (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
搜索引擎包括确定响应于用户搜索查询返回的文档是否可能是与该搜索查询非常相关的判定部件。引用搜索引擎确定为可能非常相关的文档的链接可以利用帮助用户浏览这些链接的视觉提示进行显示。判定部件可以将它的判定基于多个参数,包括:(1)在搜索结果的排名列表中文档的位置,(2)文档的点击通过率,(3)响应于该搜索查询作为点击返回的、该文档和其它文档的相关性计分,以及(4)该文档是否被归类为色情文档(搜索引擎可以制止为潜在的色情文档显示视觉提示)。
Description
技术领域
本发明通常涉及文档搜索引擎,并且尤其涉及突出显示从搜索引擎返回的选择文档。
背景技术
万维网(“web”)包含巨量的信息。然而,定位信息的期望部分是具有挑战性的。因为在web上的信息量和在web搜索方面没有经验的新用户的数量快速增长,所以这个问题变得复杂。
搜索引擎试图返回给用户感兴趣的网页的超链接。通常,搜索引擎将它们对用户兴趣的确定基于由用户输入的搜索项(称为搜索查询)。搜索引擎的目标是基于搜索查询、向用户提供到高质量的、相关结果的链接。通常,搜索引擎通过将在搜索查询中的项目与预先存储的网页的语料库(corpus)进行匹配,来实现它。“命中(hit)”包含用户搜索项的网页,并且将该网页返回给用户。
为了提高返回给用户的网页的相关性和质量,搜索引擎可以试图对命中列表进行排序,以便使最相关和/或最高质量的页面处于返回给用户的命中列表的顶端。例如,搜索引擎可以向每个命中分配排名或者记分,其中记分被设计为对应于网页的相关性或者重要性。确定相关性的已有技术基于网页的内容。更高级的技术不仅仅基于网页的内容确定网页的重要性。例如,在Sergey Brin和Lawrence Page所著的、标题为“The Anatomy of Large-Scale Hypertextual SearchEngine”的文章中描述了一种已知的方法,其基于网页的链接结构向网页分配重要性程度。换句话说,Brin和Page的算法试图不仅仅基于网页的内容来量化网页的重要性。
搜索引擎的目标是为任何特定的搜索查询返回最期望的链接集。然而,除仅仅返回最期望的链接集之外,还以清楚并且快速地向用户通知与每个链接相关联的内容的方式向用户给出链接集也是有益的。
一种向用户通知与特定链接相关联的内容的方法是还与该链接一起显示文本的“片断(snippet)”。理想地,文本片断应该概述链接的内容。实际上,这些片断一般从由该链接所引用的文档的文本中提取。虽然文本片断在概述链接方面是有用的,但是在准确地概述链接方面的片断质量能够基于诸如片断生成的自动化特性以及基础文档的质量之类的因素而发生改变。此外,为了让片断有用,用户必须花费时间读取该片断。
在本技术领域中需要有改进的、用于响应于搜索查询而向用户通知返回的链接内容的技术。
发明内容
搜索引擎返回到与搜索查询相关的文档的链接列表。引用搜索引擎确定为与用户查询非常相关的文档的链接可以用帮助用户浏览链接的视觉提示(visual cue)进行显示。
附图说明
并入并且构成这个说明书一部分的附图,举例说明了本发明的实施例,而且连同该说明书文字部分一起用来解释本发明。在附图中,
图1为说明其中可以实现依据本发明的概念的示例***的图示;
图2为说明响应于搜索查询而显示的、包括到网络文档的链接的文档的图示;
图3为流程图,说明了依据本发明一个方面的搜索引擎的操作;以及
图4为一个框图,在概念上说明了对一个文档是否与用户搜索查询非常相关的确定过程。
具体实施方式
以下对本发明的详细说明参考附图。该详细说明不用于限制本发明。相反,本发明的范围由附加的权利要求以及等效含义所定义。
如此处描述的那样,搜索引擎可以确定它确信特定的链接是用户意图查找的链接。搜索引擎然后可以用视觉提示突出显示这个链接。视觉提示允许用户快速地定位和确定突出显示的链接是否是用户意图查找的链接。
***概述
图1为说明其中可以实现依据本发明的概念的示例***的图示。该***包括多个客户机设备102、服务器设备110、以及网络101,该网络可以是例如Internet。客户机设备102每个都包括诸如随机存取存储器之类的计算机可读介质109,其连接到处理器108。处理器108执行存储在存储器109中的程序指令。客户机设备102还可以包括多个额外的外部或者内部设备,诸如而不是限制于鼠标、CD-ROM、键盘、和显示器。
通过客户机设备102,用户105能够在网络101上互相进行通信,以及与连接到网络101的其它***和设备、诸如服务器设备110进行通信。
类似于客户机设备102,服务器设备110可以包括连接到计算机可读存储器112的处理器111。服务器设备110另外可以包括诸如数据库130之类的辅助存储单元。
客户机处理器108和服务器处理器111可以是多个众所周知的计算机处理器中的任一个。通常,客户机设备102可以是连接到网络并且与应用程序交互的任意类型的计算平台,诸如数字助理或者“智能”蜂窝电话或者传呼机。服务器110,虽然被描述为单个计算机***,但是可以实现为计算机处理器网络。
存储器112包含搜索引擎程序120。搜索引擎程序120响应于来自用户105的搜索查询定位相关的信息。具体地,用户105发送搜索查询到服务器设备110,服务器设备110通过返回相关信息列表给用户105而进行响应。典型地,用户105要求服务器设备110定位与特定主题相关、并且存储在连接到网络101的其它设备或者***处的网页。搜索引擎120包括文档***121和排名(ranking)部件122。通常,文档***121查找内容与用户搜索查询匹配的文档集。排名部件122可以基于相关性对所定位的文档集进行排名,并且可以为每个文档生成指示相关性等级的相关性记分。搜索引擎120然后可以返回指向由文档***121所确定的文档集的链接列表。链接列表可以基于由排名部件122所确定的相关性记分进行排序。
文档***121最初可以通过将用户搜索查询中的项与存储在数据库130中的文档语料库中的文档进行比较,来从该文档语料库中定位文档。通常,用于对网络文档进行索引、并且搜索该网络文档的已索引语料库以返回包含搜索项的文档集的处理在本领域中是众所周知的。因此,将不在此处进一步描述文档***121的这个功能。
排名部件122通过对由文档***121所识别的文档集进行排名,帮助搜索引擎120向用户返回相关文档。这个排名可以采取分配称为相关性记分的数值的形式,该相关性记分对应于由文档***121所识别的每个文档的已计算的相关性。在本技术领域有多种已知的恰当排名算法,如在这个公开的发明背景技术部分中所提及的那样,其中之一在Brin和Page的文章中进行了描述。做为选择,可以将排名部件122和文档***121的功能进行组合,以便文档***121产生每个都具有排名值的相关文档集。
如此处使用的,文档被广泛地解释为包括任何机器可读和机器可存储的作品。文档可以是电子邮件、文件、文件组合、具有到其它文件的嵌入式链接的一个或者多个文件等。在Internet的环境中,常见的文档是网页。网页经常包括内容而且可以包括嵌入的信息(诸如元信息、超链接等)和/或嵌入的指令(诸如Javascript等)。
搜索引擎120的操作。
按照本发明的一个方面,除描述网络文档的文本片断之外,到由搜索引擎120返回的网络文档集的链接可以还包括向用户通知该网络文档很可能与用户的搜索查询相关的视觉提示。视觉提示可以包括图形信息,通过该图形信息,用户可以快速且容易地验证该链接是否是用户意图定位的链接。在本发明的一个方面,用视觉提示显示与被确定为与用户搜索查询“高度相关”(即,高度确信该文档是用户将最有兴趣查看的文档)的文档相对应的链接。
图2为说明文档200的图示,该文档200包括到可以响应于搜索查询而在客户机设备102处向用户显示的网络文档的链接。该文档可以由搜索程序120响应于用户搜索查询而生成,并且由网络浏览器在客户机设备102之一处显示。
在图2所示的示例文档中,由用户输入的搜索查询201为“Stanford”。文档200包括多个到诸如网页之类的网络文档的链接210、211、212、213、和214,这些网络文档由搜索引擎120确定为潜在地与搜索查询201相关。除返回的链接210-214之外,文档200可以包括其它的信息,诸如与搜索查询201相对应的一般类别215和时事/新闻链接216。
用户可以选择任何链接210-214,以由此引导网络浏览器返回由该链接所指向的网络文档。每个链接210-214还可以包括,例如,描述所链接的网络文档的文本片断220,和将该网络文档分类在其中的类别的描述221。
按照本发明的一个方面,一个或多个链接210-214可以包含与该链接相对应的视觉提示230。在图2所示的示例中,视觉提示230是与链接210相对应的网页的小型化(“缩略图”)再现。在这个示例中,搜索查询201是“Stanford”。搜索引擎120确定对“Stanford”的最高排名链接是到斯坦福(Stanford)大学网站(stanford.edu)的链接。因此,搜索引擎120在文档200中包括视觉提示230。
在某些实现中,搜索引擎120可以仅仅当确定一个链接与搜索查询“非常相关”时才显示视觉提示230,其中“非常相关”由用于确定相关性的客观标准所定义。例如,假定大多数“斯坦福(Stanford)”搜索查询最终导致用户选择链接stanford.edu。在这个情况下,搜索引擎120可以意识到stanford.edu是非常相关的链接,因此在文档200中包括视觉提示230。
通过包括具有非常相关的链接的视觉提示230,用户可以了解到将该视觉提示与搜索引擎120确信与用户的意图相匹配的链接相关联。随着用户开始信任视觉提示230,该视觉提示允许用户更快地导向相关搜索结果,因为用户不一定要读取相应的片断220。这可以因此导致让用户“获得满足所需的时间”减少,并且搜索引擎满意度随之增加。
图3为流程图,说明了依据本发明一个方面的搜索引擎程序120的操作。搜索引擎程序120可以通过从用户105之一接收搜索查询而开始(动作301)。基于该搜索查询,文档***121可以生成到与该搜索查询相关的文档的链接集(动作302)。可以基于从排名部件122返回的、用于每个文档的相关性度量,对该链接集进行排序(动作303)。
搜索引擎程序120可以确定由文档***121返回的任何链接是否与“非常相关”的文档相关联(动作304)。被确定为非常相关的文档可以与诸如视觉提示230之类的视觉提示相关联(动作305)。服务器设备110然后可以把该链接集返回给输入了搜索查询的用户(动作306)。所返回的链接集可以作为以类似于文档200的方式设定格式的网络文档传输,而且可以特别包括与该非常相关的文档相关联的视觉提示230。
图4为一个框图,在概念上说明了由搜索引擎程序120所进行的、对一个文档是否非常相关的确定。
一个特定的文档D是否非常相关可以取决于多个参数。在一种实现方式中,这些参数可以由搜索引擎程序120计算并且在图4中显示为部件401-404。这些部件包括文档D在文档的排名列表中的位置(部件401),在文档的排名列表中、与其它文档相比所观察到的历史用户点击通过率(click through rate)(部件402),在文档的排名列表中、相对于其它文档的相关性计分的、该文档的相关性计分(部件403),以及该文档是否被检测为色情文档(部件404)。
可以基于从排名部件122返回的、已排序的链接集直接确定部件401。通常,与在该排序列表较下游的文档相比,在该排序列表顶部的文档更有可能为非常相关的文档。
部件402可以基于响应于在所返回链接集中的链接的其它用户的历史点击通过率。例如,搜索引擎程序120可以计算在文档D和在返回的链接集中的每个其它文档之间的比率。对于每个其它文档E,这个比率可以计算为:
其中
表示用户已经选择了文档D的总次数,而且
表示用户已经选择了文档E的总次数。因此,对于每个文档E,该比率给出了文档D相对于文档E的流行度(popularity)。在用于测量历史点击通过率的公式(1)的替换实现方式中,
可以定义为对于特定查询Q、用户已经选择文档D的总次数,而且
可以定义为对于查询Q、用户点击任何文档的次数。部件403可以将如从排名部件122返回的、文档D的相关性计分与每个文档E的相关性计分相关联。例如,部件403可以存储在文档D的相关性计分和其它文档的相关性计分之间的差。
部件404可以存储文档D是否为色情文档的确定。这个确定可以基于,例如关键字比较、域名匹配、人工输入的信息等进行。
基于由部件401-404存储的一个或多个参数,判定部件410确定是否将文档D归类为非常相关。这个归类可以基于使用由部件401-404存储的参数的多个功能。在一种实现方式中,当:(1)文档D的位置在结果的已排名列表中是第一个(基于部件401确定),(2)文档D具有高点击通过率,如可以由预先选定的点击通过阈值确定(基于部件402确定),以及(3)文档D的相关性计分显著大于在返回的文档集中的下一个最高相关性记分(基于部件403确定)时,判定部件410确定文档D是非常相关的。在某些实现方式中,判定部件410可能另外要求(4)文档D没有被归类为色情文档(基于部件404确定)。用于高点击通过率(2)和在相关性记分(3)之间的差的特定阈值可以由本领域普通技术人员经由反复试验的技术确定。
基于一个或多个部件401-404,其它的函数可以由判定部件410使用来确定文档是否是非常相关的。例如,在文档D的点击通过率应该多高以及文档D的相关性计分应该多高之间可以进行折衷。文档D的高相关性计分通常是文档D为好结果的良好指示。因此,当文档D具有高相关性记分而且处于在已排名的列表中的第一位置时,判定部件410可以接受文档D的中等点击通过率,并且仍然将该文档归类为非常相关。另一方面,如果文档D的相关性计分低的话,则判定部件410在将该文档归类为非常相关之前,可以要求高很多的点击通过率以及该文档处于第一位置。可以利用点击通过率,以及在文档D和在已排名列表中第二位置的文档之间的相关性记分的差进行类似的折衷。通常,本领域的普通技术人员将认识到,基于与部件401-404相关联的参数、或者基于其它参数的其它函数可用于确定文档是否是高度相关的。
此外,本领域的普通技术人员将认识到,对于显示用于选择文档的视觉提示的上述技术来说,多种修改是可能的。例如,不是实时再现缩略图,而是可以为具有高点击通过率的文档预再现缩略图。因此,可以快速地将可能用视觉提示显示的文档返回给用户,而不用必须首先生成缩略图。此外,可以向用户呈现除了缩略图之外的视觉提示。例如,可以使用诸如徽标、被设计为突出的对比文本字体(例如,按大小、颜色、或者粗细对比的文本)、对比背景、或者文本标记之类的其它突出显示形式,来代替缩略图。
另外,除了上述参数之外的参数可以由判定部件410使用。例如,与点击通过率相关的参数可以定义为在提交了查询之后用户已经选择文档D的次数与提交查询的总次数的历史比率。
可以由判定部件410使用的其它参数基于连接网络文档的超链接的文本。特别地,这个参数可以基于指向文档D的链接数目,其中描述该链接的文本与搜索查询相匹配。这个数目可以与指向在返回的文档集中的其它文档的链接数目进行比较,其中该链接的文本与搜索查询相匹配。
总结
如此处所描述的,搜索引擎包括确定文档是否高度相关的判定部件。高度相关的文档可以指示搜索引擎确信输入了搜索查询的用户将对该文档感兴趣。这样的文档然后可以与视觉提示相关联,该视觉提示吸引用户的注意,并且帮助用户分析响应于该搜索查询而返回的链接。
本领域的普通技术人员显然可知,如上所述,在附图所说明的实现方式中,本发明的各个方面可以以软件、固件、和硬件的许多不同形式实现。用于实现按照本发明的各个方面的实际软件代码或者专门的控制硬件不是对本发明的限制。因此,没有引用特定的软件代码描述各个方面的操作和动作——应当理解,基于此处的描述,本领域的普通技术人员将能够设计软件和控制硬件以实现这些方面。
本发明的优选实施例的上述描述提供了举例说明和描述,但是不是用于穷举或者将本发明限制为所公开的准确形式。根据上述教义,修改和变化是可能的,或者可以从本发明的实践中获取这些修改和变化。
任何在当前申请的描述中所使用的要素、动作、或者指令都不应该被看作是本发明关键和必要的,除非它们被明确地描述为这样。此外,如此处使用的,冠词“一”意图包括一或多项。在意图表示仅仅一项的地方,使用术语“一个”或者类似的语言。
本发明的范围由权利要求以及它们的等效含义所定义。
Claims (3)
1、一种执行文档搜索的方法,包含:
生成到与用户提交的搜索查询相关联的文档集合的链接;
确定在该文档集合中的一个或多个文档是否可能对应于用户认为是与搜索查询非常相关的文档;
将视觉提示与到在文档集合中被确定为是非常相关的文档的链接相关联;以及
将所生成的链接和相关联的视觉提示返回给用户。
2、如权利要求1所述的方法,其特征在于:该文档是网络文档。
3、如权利要求2所述的方法,其特征在于:该视觉提示是与该视觉提示相关联的文档的缩略图表示。
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US10/457,488 | 2003-06-10 | ||
US10/457,488 US7836391B2 (en) | 2003-06-10 | 2003-06-10 | Document search engine including highlighting of confident results |
Related Child Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN2011100479671A Division CN102122295B (zh) | 2003-06-10 | 2004-06-08 | 用于执行文档搜索的方法、服务器设备和*** |
Publications (1)
Publication Number | Publication Date |
---|---|
CN1806240A true CN1806240A (zh) | 2006-07-19 |
Family
ID=33510460
Family Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN2011100479671A Expired - Lifetime CN102122295B (zh) | 2003-06-10 | 2004-06-08 | 用于执行文档搜索的方法、服务器设备和*** |
CNA2004800161987A Pending CN1806240A (zh) | 2003-06-10 | 2004-06-08 | 包括确信结果的突出显示的文档搜索引擎 |
Family Applications Before (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN2011100479671A Expired - Lifetime CN102122295B (zh) | 2003-06-10 | 2004-06-08 | 用于执行文档搜索的方法、服务器设备和*** |
Country Status (4)
Country | Link |
---|---|
US (2) | US7836391B2 (zh) |
EP (1) | EP1631927A1 (zh) |
CN (2) | CN102122295B (zh) |
WO (1) | WO2005001719A1 (zh) |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102662944A (zh) * | 2011-01-21 | 2012-09-12 | 微软公司 | 通过浏览器地址栏的直接导航 |
CN102750255A (zh) * | 2011-03-22 | 2012-10-24 | 卡西欧计算机株式会社 | 信息显示装置 |
CN102959545A (zh) * | 2010-06-29 | 2013-03-06 | 微软公司 | 导航到流行的搜索结果 |
CN101542486B (zh) * | 2006-11-30 | 2014-01-08 | 微软公司 | 排序图 |
Families Citing this family (234)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7403939B1 (en) | 2003-05-30 | 2008-07-22 | Aol Llc | Resolving queries based on automatic determination of requestor geographic location |
US7836391B2 (en) * | 2003-06-10 | 2010-11-16 | Google Inc. | Document search engine including highlighting of confident results |
US7401072B2 (en) | 2003-06-10 | 2008-07-15 | Google Inc. | Named URL entry |
US7082573B2 (en) * | 2003-07-30 | 2006-07-25 | America Online, Inc. | Method and system for managing digital assets |
US8548995B1 (en) * | 2003-09-10 | 2013-10-01 | Google Inc. | Ranking of documents based on analysis of related documents |
US7693827B2 (en) | 2003-09-30 | 2010-04-06 | Google Inc. | Personalization of placed content ordering in search results |
US20050097081A1 (en) * | 2003-10-31 | 2005-05-05 | Hewlett-Packard Development Company, L.P. | Apparatus and methods for compiling digital communications |
US8151214B2 (en) * | 2003-12-29 | 2012-04-03 | International Business Machines Corporation | System and method for color coding list items |
US8171426B2 (en) | 2003-12-29 | 2012-05-01 | International Business Machines Corporation | Method for secondary selection highlighting |
US7539674B2 (en) * | 2004-04-08 | 2009-05-26 | Yahoo! Inc. | Systems and methods for adaptive scheduling of references to documents |
US7296021B2 (en) * | 2004-05-21 | 2007-11-13 | International Business Machines Corporation | Method, system, and article to specify compound query, displaying visual indication includes a series of graphical bars specify weight relevance, ordered segments of unique colors where each segment length indicative of the extent of match of each object with one of search parameters |
US7788260B2 (en) * | 2004-06-14 | 2010-08-31 | Facebook, Inc. | Ranking search results based on the frequency of clicks on the search results by members of a social network who are within a predetermined degree of separation |
US7562069B1 (en) | 2004-07-01 | 2009-07-14 | Aol Llc | Query disambiguation |
US8620915B1 (en) | 2007-03-13 | 2013-12-31 | Google Inc. | Systems and methods for promoting personalized search results based on personal information |
US8078607B2 (en) * | 2006-03-30 | 2011-12-13 | Google Inc. | Generating website profiles based on queries from webistes and user activities on the search results |
US8880521B2 (en) * | 2004-09-15 | 2014-11-04 | 3Degrees Llc | Collections of linked databases |
US8412706B2 (en) | 2004-09-15 | 2013-04-02 | Within3, Inc. | Social network analysis |
US8635217B2 (en) | 2004-09-15 | 2014-01-21 | Michael J. Markus | Collections of linked databases |
US8874570B1 (en) | 2004-11-30 | 2014-10-28 | Google Inc. | Search boost vector based on co-visitation information |
US7349896B2 (en) * | 2004-12-29 | 2008-03-25 | Aol Llc | Query routing |
US7571157B2 (en) * | 2004-12-29 | 2009-08-04 | Aol Llc | Filtering search results |
US7272597B2 (en) | 2004-12-29 | 2007-09-18 | Aol Llc | Domain expert search |
US7818314B2 (en) * | 2004-12-29 | 2010-10-19 | Aol Inc. | Search fusion |
US7769579B2 (en) | 2005-05-31 | 2010-08-03 | Google Inc. | Learning facts from semi-structured text |
US8244689B2 (en) | 2006-02-17 | 2012-08-14 | Google Inc. | Attribute entropy as a signal in object normalization |
US20060167842A1 (en) * | 2005-01-25 | 2006-07-27 | Microsoft Corporation | System and method for query refinement |
US8682913B1 (en) | 2005-03-31 | 2014-03-25 | Google Inc. | Corroborating facts extracted from multiple sources |
US7953720B1 (en) | 2005-03-31 | 2011-05-31 | Google Inc. | Selecting the best answer to a fact query from among a set of potential answers |
US9208229B2 (en) | 2005-03-31 | 2015-12-08 | Google Inc. | Anchor text summarization for corroboration |
US7587387B2 (en) * | 2005-03-31 | 2009-09-08 | Google Inc. | User interface for facts query engine with snippets from information sources that include query terms and answer terms |
US8239394B1 (en) | 2005-03-31 | 2012-08-07 | Google Inc. | Bloom filters for query simulation |
US9256685B2 (en) | 2005-03-31 | 2016-02-09 | Google Inc. | Systems and methods for modifying search results based on a user's history |
US8713524B2 (en) * | 2005-04-06 | 2014-04-29 | Microsoft Corporation | Memory management configuration |
WO2006110911A2 (en) * | 2005-04-13 | 2006-10-19 | Claria Corporation | Search results web page with provisions for e-mailing individual search results |
US7831545B1 (en) | 2005-05-31 | 2010-11-09 | Google Inc. | Identifying the unifying subject of a set of facts |
US8996470B1 (en) | 2005-05-31 | 2015-03-31 | Google Inc. | System for ensuring the internal consistency of a fact repository |
US8010480B2 (en) * | 2005-09-30 | 2011-08-30 | Google Inc. | Selecting high quality text within identified reviews for display in review snippets |
US8438469B1 (en) | 2005-09-30 | 2013-05-07 | Google Inc. | Embedded review and rating information |
US20070078669A1 (en) * | 2005-09-30 | 2007-04-05 | Dave Kushal B | Selecting representative reviews for display |
US20070185870A1 (en) | 2006-01-27 | 2007-08-09 | Hogue Andrew W | Data object visualization using graphs |
US7991797B2 (en) | 2006-02-17 | 2011-08-02 | Google Inc. | ID persistence through normalization |
US8260785B2 (en) | 2006-02-17 | 2012-09-04 | Google Inc. | Automatic object reference identification and linking in a browseable fact repository |
US8954426B2 (en) | 2006-02-17 | 2015-02-10 | Google Inc. | Query language |
US8055674B2 (en) | 2006-02-17 | 2011-11-08 | Google Inc. | Annotation framework |
US7925676B2 (en) | 2006-01-27 | 2011-04-12 | Google Inc. | Data object visualization using maps |
US8700568B2 (en) | 2006-02-17 | 2014-04-15 | Google Inc. | Entity normalization via name normalization |
CA2547800A1 (en) * | 2006-04-05 | 2007-10-05 | Scott Mcbride | Logo or image based search engine for presenting search results |
US8079044B1 (en) * | 2006-04-10 | 2011-12-13 | Rovi Guides, Inc. | Systems and methods for providing parental control asset searching |
US7831472B2 (en) | 2006-08-22 | 2010-11-09 | Yufik Yan M | Methods and system for search engine revenue maximization in internet advertising |
US8954412B1 (en) | 2006-09-28 | 2015-02-10 | Google Inc. | Corroborating facts in electronic documents |
US8122026B1 (en) | 2006-10-20 | 2012-02-21 | Google Inc. | Finding and disambiguating references to entities on web pages |
US8347202B1 (en) | 2007-03-14 | 2013-01-01 | Google Inc. | Determining geographic locations for place names in a fact repository |
US8122016B1 (en) * | 2007-04-24 | 2012-02-21 | Wal-Mart Stores, Inc. | Determining concepts associated with a query |
US8239350B1 (en) | 2007-05-08 | 2012-08-07 | Google Inc. | Date ambiguity resolution |
US8239751B1 (en) | 2007-05-16 | 2012-08-07 | Google Inc. | Data from web documents in a spreadsheet |
US7966291B1 (en) | 2007-06-26 | 2011-06-21 | Google Inc. | Fact-based object merging |
US7970766B1 (en) | 2007-07-23 | 2011-06-28 | Google Inc. | Entity type assignment |
US8738643B1 (en) | 2007-08-02 | 2014-05-27 | Google Inc. | Learning synonymous object names from anchor texts |
US7827117B2 (en) * | 2007-09-10 | 2010-11-02 | Macdaniel Aaron | System and method for facilitating online employment opportunities between employers and job seekers |
US9348912B2 (en) | 2007-10-18 | 2016-05-24 | Microsoft Technology Licensing, Llc | Document length as a static relevance feature for ranking search results |
US20090106221A1 (en) * | 2007-10-18 | 2009-04-23 | Microsoft Corporation | Ranking and Providing Search Results Based In Part On A Number Of Click-Through Features |
US8812435B1 (en) | 2007-11-16 | 2014-08-19 | Google Inc. | Learning objects and facts from documents |
US8099417B2 (en) * | 2007-12-12 | 2012-01-17 | Microsoft Corporation | Semi-supervised part-of-speech tagging |
US7814108B2 (en) * | 2007-12-21 | 2010-10-12 | Microsoft Corporation | Search engine platform |
US8250066B2 (en) * | 2008-09-04 | 2012-08-21 | International Business Machines Corporation | Search results ranking method and system |
US20100114874A1 (en) * | 2008-10-20 | 2010-05-06 | Google Inc. | Providing search results |
US8671093B2 (en) * | 2008-11-18 | 2014-03-11 | Yahoo! Inc. | Click model for search rankings |
US8656266B2 (en) * | 2008-12-18 | 2014-02-18 | Google Inc. | Identifying comments to show in connection with a document |
US9135277B2 (en) | 2009-08-07 | 2015-09-15 | Google Inc. | Architecture for responding to a visual query |
US9087059B2 (en) | 2009-08-07 | 2015-07-21 | Google Inc. | User interface for presenting search results for multiple regions of a visual query |
US9275119B2 (en) | 2010-04-19 | 2016-03-01 | Facebook, Inc. | Sharing search queries on online social network |
US9633121B2 (en) | 2010-04-19 | 2017-04-25 | Facebook, Inc. | Personalizing default search queries on online social networks |
US8185558B1 (en) | 2010-04-19 | 2012-05-22 | Facebook, Inc. | Automatically generating nodes and edges in an integrated social graph |
US9262482B2 (en) | 2010-04-19 | 2016-02-16 | Facebook, Inc. | Generating default search queries on online social networks |
US9275101B2 (en) | 2010-04-19 | 2016-03-01 | Facebook, Inc. | Search queries with previews of search results on online social networks |
US8732208B2 (en) | 2010-04-19 | 2014-05-20 | Facebook, Inc. | Structured search queries based on social-graph information |
US9223838B2 (en) | 2010-04-19 | 2015-12-29 | Facebook, Inc. | Sponsored search queries on online social networks |
US8918418B2 (en) | 2010-04-19 | 2014-12-23 | Facebook, Inc. | Default structured search queries on online social networks |
US10402419B1 (en) | 2010-04-19 | 2019-09-03 | Facebook, Inc. | Search queries with previews of search results on online social networks |
US8180804B1 (en) | 2010-04-19 | 2012-05-15 | Facebook, Inc. | Dynamically generating recommendations based on social graph information |
US8868603B2 (en) | 2010-04-19 | 2014-10-21 | Facebook, Inc. | Ambiguous structured search queries on online social networks |
US9092485B2 (en) | 2010-04-19 | 2015-07-28 | Facebook, Inc. | Dynamic suggested search queries on online social networks |
US8751521B2 (en) | 2010-04-19 | 2014-06-10 | Facebook, Inc. | Personalized structured search queries for online social networks |
US8782080B2 (en) | 2010-04-19 | 2014-07-15 | Facebook, Inc. | Detecting social graph elements for structured search queries |
US8572129B1 (en) | 2010-04-19 | 2013-10-29 | Facebook, Inc. | Automatically generating nodes and edges in an integrated social graph |
US8788260B2 (en) * | 2010-05-11 | 2014-07-22 | Microsoft Corporation | Generating snippets based on content features |
US8386915B2 (en) * | 2010-07-26 | 2013-02-26 | Rockmelt, Inc. | Integrated link statistics within an application |
US9626456B2 (en) * | 2010-10-08 | 2017-04-18 | Warner Bros. Entertainment Inc. | Crowd sourcing for file recognition |
US8607140B1 (en) * | 2010-12-21 | 2013-12-10 | Google Inc. | Classifying changes to resources |
US8732569B2 (en) | 2011-05-04 | 2014-05-20 | Google Inc. | Predicting user navigation events |
CN102799591B (zh) * | 2011-05-26 | 2015-03-04 | 阿里巴巴集团控股有限公司 | 一种提供推荐词的方法及装置 |
US9769285B2 (en) | 2011-06-14 | 2017-09-19 | Google Inc. | Access to network content |
US8788711B2 (en) | 2011-06-14 | 2014-07-22 | Google Inc. | Redacting content and inserting hypertext transfer protocol (HTTP) error codes in place thereof |
US8745212B2 (en) | 2011-07-01 | 2014-06-03 | Google Inc. | Access to network content |
US8650139B2 (en) | 2011-07-01 | 2014-02-11 | Google Inc. | Predicting user navigation events |
US8566696B1 (en) | 2011-07-14 | 2013-10-22 | Google Inc. | Predicting user navigation events |
US8744988B1 (en) | 2011-07-15 | 2014-06-03 | Google Inc. | Predicting user navigation events in an internet browser |
US9335883B2 (en) * | 2011-09-08 | 2016-05-10 | Microsoft Technology Licensing, Llc | Presenting search result items having varied prominence |
US8600921B2 (en) | 2011-09-15 | 2013-12-03 | Google Inc. | Predicting user navigation events in a browser using directed graphs |
US8655819B1 (en) | 2011-09-15 | 2014-02-18 | Google Inc. | Predicting user navigation events based on chronological history data |
US9104664B1 (en) | 2011-10-07 | 2015-08-11 | Google Inc. | Access to search results |
US8881007B2 (en) * | 2011-10-17 | 2014-11-04 | Xerox Corporation | Method and system for visual cues to facilitate navigation through an ordered set of documents |
US9584579B2 (en) | 2011-12-01 | 2017-02-28 | Google Inc. | Method and system for providing page visibility information |
US8793235B2 (en) | 2012-01-19 | 2014-07-29 | Google Inc. | System and method for improving access to search results |
US9495462B2 (en) | 2012-01-27 | 2016-11-15 | Microsoft Technology Licensing, Llc | Re-ranking search results |
US9424353B2 (en) | 2012-02-22 | 2016-08-23 | Google Inc. | Related entities |
CN108388582B (zh) * | 2012-02-22 | 2023-02-03 | 谷歌有限责任公司 | 用于识别相关实体的方法、***和装置 |
US10331769B1 (en) | 2012-03-23 | 2019-06-25 | Amazon Technologies, Inc. | Interaction based prioritized retrieval of embedded resources |
US9785619B1 (en) * | 2012-03-23 | 2017-10-10 | Amazon Technologies, Inc. | Interaction based display of visual effects |
US9081831B2 (en) * | 2012-03-30 | 2015-07-14 | Google Inc. | Methods and systems for presenting document-specific snippets |
CN102663088A (zh) * | 2012-03-31 | 2012-09-12 | 百度在线网络技术(北京)有限公司 | 一种用于提供搜索结果的方法与设备 |
CN102651032A (zh) * | 2012-03-31 | 2012-08-29 | 百度在线网络技术(北京)有限公司 | 一种用于提供搜索结果的方法与设备 |
US9946792B2 (en) | 2012-05-15 | 2018-04-17 | Google Llc | Access to network content |
US9141674B2 (en) | 2012-05-16 | 2015-09-22 | Google Inc. | Prominent display of selective results of book search queries |
US10789417B1 (en) * | 2012-05-24 | 2020-09-29 | The Boeing Company | Method and apparatus for identifying relationships between documents |
US9053177B1 (en) * | 2012-06-11 | 2015-06-09 | Google Inc. | Sitelinks based on visual location |
US8935255B2 (en) | 2012-07-27 | 2015-01-13 | Facebook, Inc. | Social static ranking for search |
US8887239B1 (en) | 2012-08-08 | 2014-11-11 | Google Inc. | Access to network content |
US9141722B2 (en) | 2012-10-02 | 2015-09-22 | Google Inc. | Access to network content |
US9870554B1 (en) | 2012-10-23 | 2018-01-16 | Google Inc. | Managing documents based on a user's calendar |
US10140198B1 (en) | 2012-10-30 | 2018-11-27 | Google Llc | Networked desktop environment |
US9398104B2 (en) | 2012-12-20 | 2016-07-19 | Facebook, Inc. | Ranking test framework for search results on an online social network |
US9576053B2 (en) | 2012-12-31 | 2017-02-21 | Charles J. Reed | Method and system for ranking content of objects for search results |
US9223826B2 (en) | 2013-02-25 | 2015-12-29 | Facebook, Inc. | Pushing suggested search queries to mobile devices |
KR20140110384A (ko) * | 2013-03-07 | 2014-09-17 | 삼성전자주식회사 | 웹 페이지 제공 방법 및 장치 |
US9910887B2 (en) | 2013-04-25 | 2018-03-06 | Facebook, Inc. | Variable search query vertical access |
US9223898B2 (en) | 2013-05-08 | 2015-12-29 | Facebook, Inc. | Filtering suggested structured queries on online social networks |
US9330183B2 (en) | 2013-05-08 | 2016-05-03 | Facebook, Inc. | Approximate privacy indexing for search queries on online social networks |
US9305322B2 (en) | 2013-07-23 | 2016-04-05 | Facebook, Inc. | Native application testing |
US9317614B2 (en) * | 2013-07-30 | 2016-04-19 | Facebook, Inc. | Static rankings for search queries on online social networks |
US9514230B2 (en) | 2013-07-30 | 2016-12-06 | Facebook, Inc. | Rewriting search queries on online social networks |
US9842113B1 (en) | 2013-08-27 | 2017-12-12 | Google Inc. | Context-based file selection |
US9424300B2 (en) * | 2013-09-25 | 2016-08-23 | International Business Machines Corporation | Data allocation containers in a partitioned table of a computer database system for holding data based on usage |
US9973462B1 (en) | 2013-10-21 | 2018-05-15 | Google Llc | Methods for generating message notifications |
US11238056B2 (en) | 2013-10-28 | 2022-02-01 | Microsoft Technology Licensing, Llc | Enhancing search results with social labels |
US9542440B2 (en) | 2013-11-04 | 2017-01-10 | Microsoft Technology Licensing, Llc | Enterprise graph search based on object and actor relationships |
US8924850B1 (en) * | 2013-11-21 | 2014-12-30 | Google Inc. | Speeding up document loading |
US9367629B2 (en) | 2013-12-19 | 2016-06-14 | Facebook, Inc. | Grouping recommended search queries on online social networks |
US9336300B2 (en) | 2014-01-17 | 2016-05-10 | Facebook, Inc. | Client-side search templates for online social networks |
US11645289B2 (en) | 2014-02-04 | 2023-05-09 | Microsoft Technology Licensing, Llc | Ranking enterprise graph queries |
US9477760B2 (en) | 2014-02-12 | 2016-10-25 | Facebook, Inc. | Query construction on online social networks |
US9870432B2 (en) | 2014-02-24 | 2018-01-16 | Microsoft Technology Licensing, Llc | Persisted enterprise graph queries |
US11657060B2 (en) | 2014-02-27 | 2023-05-23 | Microsoft Technology Licensing, Llc | Utilizing interactivity signals to generate relationships and promote content |
US10757201B2 (en) | 2014-03-01 | 2020-08-25 | Microsoft Technology Licensing, Llc | Document and content feed |
US10169457B2 (en) | 2014-03-03 | 2019-01-01 | Microsoft Technology Licensing, Llc | Displaying and posting aggregated social activity on a piece of enterprise content |
US10394827B2 (en) | 2014-03-03 | 2019-08-27 | Microsoft Technology Licensing, Llc | Discovering enterprise content based on implicit and explicit signals |
US10255563B2 (en) | 2014-03-03 | 2019-04-09 | Microsoft Technology Licensing, Llc | Aggregating enterprise graph content around user-generated topics |
US9798832B1 (en) | 2014-03-31 | 2017-10-24 | Facebook, Inc. | Dynamic ranking of user cards |
US9794359B1 (en) | 2014-03-31 | 2017-10-17 | Facebook, Inc. | Implicit contacts in an online social network |
US9646055B2 (en) | 2014-04-03 | 2017-05-09 | Facebook, Inc. | Blending search results on online social networks |
CN103984705B (zh) * | 2014-04-25 | 2018-05-04 | 北京奇虎科技有限公司 | 一种搜索结果的展示方法、装置和*** |
US9679078B2 (en) | 2014-05-21 | 2017-06-13 | Facebook, Inc. | Search client context on online social networks |
US10268763B2 (en) | 2014-07-25 | 2019-04-23 | Facebook, Inc. | Ranking external content on online social networks |
US10255244B2 (en) | 2014-08-01 | 2019-04-09 | Facebook, Inc. | Search results based on user biases on online social networks |
US9871714B2 (en) | 2014-08-01 | 2018-01-16 | Facebook, Inc. | Identifying user biases for search results on online social networks |
US9792364B2 (en) | 2014-08-08 | 2017-10-17 | Facebook, Inc. | Blending search results on online social networks |
US10120909B2 (en) | 2014-08-22 | 2018-11-06 | Facebook, Inc. | Generating cards in response to user actions on online social networks |
US9703859B2 (en) | 2014-08-27 | 2017-07-11 | Facebook, Inc. | Keyword search queries on online social networks |
US9754037B2 (en) | 2014-08-27 | 2017-09-05 | Facebook, Inc. | Blending by query classification on online social networks |
US10255365B2 (en) | 2014-08-29 | 2019-04-09 | Facebook, Inc. | Priming search results on online social networks |
US10740412B2 (en) | 2014-09-05 | 2020-08-11 | Facebook, Inc. | Pivoting search results on online social networks |
US10061826B2 (en) | 2014-09-05 | 2018-08-28 | Microsoft Technology Licensing, Llc. | Distant content discovery |
US9507876B2 (en) | 2014-10-06 | 2016-11-29 | Facebook, Inc. | Constructing queries using query filters on online social networks |
US9703870B2 (en) | 2014-11-05 | 2017-07-11 | Facebook, Inc. | Social-based optimization of web crawling for online social networks |
US10409873B2 (en) | 2014-11-26 | 2019-09-10 | Facebook, Inc. | Searching for content by key-authors on online social networks |
US10552759B2 (en) | 2014-12-01 | 2020-02-04 | Facebook, Inc. | Iterative classifier training on online social networks |
US9679024B2 (en) | 2014-12-01 | 2017-06-13 | Facebook, Inc. | Social-based spelling correction for online social networks |
US9990441B2 (en) | 2014-12-05 | 2018-06-05 | Facebook, Inc. | Suggested keywords for searching content on online social networks |
US10102273B2 (en) | 2014-12-30 | 2018-10-16 | Facebook, Inc. | Suggested queries for locating posts on online social networks |
US10061856B2 (en) * | 2015-01-29 | 2018-08-28 | Facebook, Inc. | Multimedia search using reshare text on online social networks |
US10997257B2 (en) | 2015-02-06 | 2021-05-04 | Facebook, Inc. | Aggregating news events on online social networks |
US10049099B2 (en) | 2015-04-10 | 2018-08-14 | Facebook, Inc. | Spell correction with hidden markov models on online social networks |
US10095683B2 (en) | 2015-04-10 | 2018-10-09 | Facebook, Inc. | Contextual speller models on online social networks |
US10628636B2 (en) | 2015-04-24 | 2020-04-21 | Facebook, Inc. | Live-conversation modules on online social networks |
US10298535B2 (en) | 2015-05-19 | 2019-05-21 | Facebook, Inc. | Civic issues platforms on online social networks |
US10397167B2 (en) | 2015-06-19 | 2019-08-27 | Facebook, Inc. | Live social modules on online social networks |
US10509832B2 (en) | 2015-07-13 | 2019-12-17 | Facebook, Inc. | Generating snippet modules on online social networks |
US10268664B2 (en) | 2015-08-25 | 2019-04-23 | Facebook, Inc. | Embedding links in user-created content on online social networks |
US10810217B2 (en) | 2015-10-07 | 2020-10-20 | Facebook, Inc. | Optionalization and fuzzy search on online social networks |
US9602965B1 (en) | 2015-11-06 | 2017-03-21 | Facebook, Inc. | Location-based place determination using online social networks |
US10795936B2 (en) | 2015-11-06 | 2020-10-06 | Facebook, Inc. | Suppressing entity suggestions on online social networks |
US10270868B2 (en) | 2015-11-06 | 2019-04-23 | Facebook, Inc. | Ranking of place-entities on online social networks |
US10534814B2 (en) | 2015-11-11 | 2020-01-14 | Facebook, Inc. | Generating snippets on online social networks |
US10387511B2 (en) | 2015-11-25 | 2019-08-20 | Facebook, Inc. | Text-to-media indexes on online social networks |
US10740368B2 (en) | 2015-12-29 | 2020-08-11 | Facebook, Inc. | Query-composition platforms on online social networks |
US10853335B2 (en) | 2016-01-11 | 2020-12-01 | Facebook, Inc. | Identification of real-best-pages on online social networks |
US10262039B1 (en) | 2016-01-15 | 2019-04-16 | Facebook, Inc. | Proximity-based searching on online social networks |
US10162899B2 (en) | 2016-01-15 | 2018-12-25 | Facebook, Inc. | Typeahead intent icons and snippets on online social networks |
US10740375B2 (en) | 2016-01-20 | 2020-08-11 | Facebook, Inc. | Generating answers to questions using information posted by users on online social networks |
US10216850B2 (en) | 2016-02-03 | 2019-02-26 | Facebook, Inc. | Sentiment-modules on online social networks |
US10270882B2 (en) | 2016-02-03 | 2019-04-23 | Facebook, Inc. | Mentions-modules on online social networks |
US10242074B2 (en) | 2016-02-03 | 2019-03-26 | Facebook, Inc. | Search-results interfaces for content-item-specific modules on online social networks |
US10157224B2 (en) | 2016-02-03 | 2018-12-18 | Facebook, Inc. | Quotations-modules on online social networks |
RU2660593C2 (ru) * | 2016-04-07 | 2018-07-06 | Общество С Ограниченной Ответственностью "Яндекс" | Способ и сервер определения исходной ссылки на исходный объект |
US10452671B2 (en) | 2016-04-26 | 2019-10-22 | Facebook, Inc. | Recommendations from comments on online social networks |
US10659299B1 (en) | 2016-06-30 | 2020-05-19 | Facebook, Inc. | Managing privacy settings for content on online social networks |
US10635661B2 (en) | 2016-07-11 | 2020-04-28 | Facebook, Inc. | Keyboard-based corrections for search queries on online social networks |
US10223464B2 (en) | 2016-08-04 | 2019-03-05 | Facebook, Inc. | Suggesting filters for search on online social networks |
US10282483B2 (en) | 2016-08-04 | 2019-05-07 | Facebook, Inc. | Client-side caching of search keywords for online social networks |
US10726022B2 (en) | 2016-08-26 | 2020-07-28 | Facebook, Inc. | Classifying search queries on online social networks |
US10534815B2 (en) | 2016-08-30 | 2020-01-14 | Facebook, Inc. | Customized keyword query suggestions on online social networks |
US10102255B2 (en) | 2016-09-08 | 2018-10-16 | Facebook, Inc. | Categorizing objects for queries on online social networks |
US10645142B2 (en) | 2016-09-20 | 2020-05-05 | Facebook, Inc. | Video keyframes display on online social networks |
US10083379B2 (en) | 2016-09-27 | 2018-09-25 | Facebook, Inc. | Training image-recognition systems based on search queries on online social networks |
US10026021B2 (en) | 2016-09-27 | 2018-07-17 | Facebook, Inc. | Training image-recognition systems using a joint embedding model on online social networks |
US10579688B2 (en) | 2016-10-05 | 2020-03-03 | Facebook, Inc. | Search ranking and recommendations for online social networks based on reconstructed embeddings |
US10311117B2 (en) | 2016-11-18 | 2019-06-04 | Facebook, Inc. | Entity linking to query terms on online social networks |
US10650009B2 (en) | 2016-11-22 | 2020-05-12 | Facebook, Inc. | Generating news headlines on online social networks |
US10185763B2 (en) | 2016-11-30 | 2019-01-22 | Facebook, Inc. | Syntactic models for parsing search queries on online social networks |
US10162886B2 (en) | 2016-11-30 | 2018-12-25 | Facebook, Inc. | Embedding-based parsing of search queries on online social networks |
US10235469B2 (en) | 2016-11-30 | 2019-03-19 | Facebook, Inc. | Searching for posts by related entities on online social networks |
US10313456B2 (en) | 2016-11-30 | 2019-06-04 | Facebook, Inc. | Multi-stage filtering for recommended user connections on online social networks |
US10607148B1 (en) | 2016-12-21 | 2020-03-31 | Facebook, Inc. | User identification with voiceprints on online social networks |
US11223699B1 (en) | 2016-12-21 | 2022-01-11 | Facebook, Inc. | Multiple user recognition with voiceprints on online social networks |
US10535106B2 (en) | 2016-12-28 | 2020-01-14 | Facebook, Inc. | Selecting user posts related to trending topics on online social networks |
US10489472B2 (en) | 2017-02-13 | 2019-11-26 | Facebook, Inc. | Context-based search suggestions on online social networks |
US10614141B2 (en) | 2017-03-15 | 2020-04-07 | Facebook, Inc. | Vital author snippets on online social networks |
US10769222B2 (en) | 2017-03-20 | 2020-09-08 | Facebook, Inc. | Search result ranking based on post classifiers on online social networks |
US11379861B2 (en) | 2017-05-16 | 2022-07-05 | Meta Platforms, Inc. | Classifying post types on online social networks |
US10248645B2 (en) | 2017-05-30 | 2019-04-02 | Facebook, Inc. | Measuring phrase association on online social networks |
US10268646B2 (en) | 2017-06-06 | 2019-04-23 | Facebook, Inc. | Tensor-based deep relevance model for search on online social networks |
US10489468B2 (en) | 2017-08-22 | 2019-11-26 | Facebook, Inc. | Similarity search using progressive inner products and bounds |
US10776437B2 (en) | 2017-09-12 | 2020-09-15 | Facebook, Inc. | Time-window counters for search results on online social networks |
US10678786B2 (en) | 2017-10-09 | 2020-06-09 | Facebook, Inc. | Translating search queries on online social networks |
US11327984B2 (en) * | 2017-10-31 | 2022-05-10 | Yahoo Assets Llc | Computerized systems and methods for query expansion using displayed objects |
US10810214B2 (en) | 2017-11-22 | 2020-10-20 | Facebook, Inc. | Determining related query terms through query-post associations on online social networks |
US10963514B2 (en) | 2017-11-30 | 2021-03-30 | Facebook, Inc. | Using related mentions to enhance link probability on online social networks |
US10129705B1 (en) | 2017-12-11 | 2018-11-13 | Facebook, Inc. | Location prediction using wireless signals on online social networks |
US11604968B2 (en) | 2017-12-11 | 2023-03-14 | Meta Platforms, Inc. | Prediction of next place visits on online social networks |
US10417307B1 (en) | 2018-04-16 | 2019-09-17 | International Business Machines Corporation | Cognitive oriented display |
CA3118132A1 (en) | 2018-11-02 | 2020-05-07 | Walmart Apollo, Llc | Systems and methods for search modification |
CN113254623B (zh) * | 2021-06-23 | 2024-02-20 | 中国银行股份有限公司 | 数据处理方法、装置、服务器、介质及产品 |
CN113448984B (zh) * | 2021-07-15 | 2024-03-26 | 中国银行股份有限公司 | 文档定位展示方法、装置、服务器及电子设备 |
US12031228B2 (en) | 2021-07-21 | 2024-07-09 | Meta Platforms Technologies, Llc | Organic solid crystal—method and structure |
Family Cites Families (54)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5659732A (en) * | 1995-05-17 | 1997-08-19 | Infoseek Corporation | Document retrieval over networks wherein ranking and relevance scores are computed at the client for multiple database documents |
US5764906A (en) | 1995-11-07 | 1998-06-09 | Netword Llc | Universal electronic resource denotation, request and delivery system |
US5983220A (en) * | 1995-11-15 | 1999-11-09 | Bizrate.Com | Supporting intuitive decision in complex multi-attributive domains using fuzzy, hierarchical expert models |
US5963220A (en) * | 1996-02-08 | 1999-10-05 | Industrial Technology Research Institute | Mip map/rip map texture linear addressing memory organization and address generator |
US5873107A (en) * | 1996-03-29 | 1999-02-16 | Apple Computer, Inc. | System for automatically retrieving information relevant to text being authored |
US6285999B1 (en) * | 1997-01-10 | 2001-09-04 | The Board Of Trustees Of The Leland Stanford Junior University | Method for node ranking in a linked database |
US6012053A (en) * | 1997-06-23 | 2000-01-04 | Lycos, Inc. | Computer system with user-controlled relevance ranking of search results |
IL123129A (en) | 1998-01-30 | 2010-12-30 | Aviv Refuah | Www addressing |
US6151624A (en) | 1998-02-03 | 2000-11-21 | Realnames Corporation | Navigating network resources based on metadata |
US6006225A (en) * | 1998-06-15 | 1999-12-21 | Amazon.Com | Refining search queries by the suggestion of correlated terms from prior searches |
US6269361B1 (en) * | 1999-05-28 | 2001-07-31 | Goto.Com | System and method for influencing a position on a search result list generated by a computer network search engine |
US7225182B2 (en) * | 1999-05-28 | 2007-05-29 | Overture Services, Inc. | Recommending search terms using collaborative filtering and web spidering |
US6990628B1 (en) * | 1999-06-14 | 2006-01-24 | Yahoo! Inc. | Method and apparatus for measuring similarity among electronic documents |
US6601061B1 (en) | 1999-06-18 | 2003-07-29 | Surfwax, Inc. | Scalable information search and retrieval including use of special purpose searching resources |
US6356908B1 (en) * | 1999-07-30 | 2002-03-12 | International Business Machines Corporation | Automatic web page thumbnail generation |
US6665838B1 (en) * | 1999-07-30 | 2003-12-16 | International Business Machines Corporation | Web page thumbnails and user configured complementary information provided from a server |
US6606615B1 (en) * | 1999-09-08 | 2003-08-12 | C4Cast.Com, Inc. | Forecasting contest |
US20030050927A1 (en) * | 2001-09-07 | 2003-03-13 | Araha, Inc. | System and method for location, understanding and assimilation of digital documents through abstract indicia |
US7130808B1 (en) * | 1999-12-29 | 2006-10-31 | The Product Engine, Inc. | Method, algorithm, and computer program for optimizing the performance of messages including advertisements in an interactive measurable medium |
US6571239B1 (en) * | 2000-01-31 | 2003-05-27 | International Business Machines Corporation | Modifying a key-word listing based on user response |
US6564208B1 (en) * | 2000-02-24 | 2003-05-13 | Inktomi Corporation | Delivering non-default items in association with search results |
US7747465B2 (en) * | 2000-03-13 | 2010-06-29 | Intellions, Inc. | Determining the effectiveness of internet advertising |
US6499029B1 (en) | 2000-03-29 | 2002-12-24 | Koninklijke Philips Electronics N.V. | User interface providing automatic organization and filtering of search criteria |
JP5105456B2 (ja) | 2000-05-30 | 2012-12-26 | 株式会社ホットリンク | 知識サービスを提供する分散型モニタリングシステム |
US6640218B1 (en) | 2000-06-02 | 2003-10-28 | Lycos, Inc. | Estimating the usefulness of an item in a collection of information |
US20020099605A1 (en) * | 2000-10-06 | 2002-07-25 | Searchcactus, Llc | Search engine with demographic-based advertising |
GB2368414B (en) | 2000-10-27 | 2002-09-11 | One Stop To Ltd | Searching procedures |
US6807536B2 (en) * | 2000-11-16 | 2004-10-19 | Microsoft Corporation | Methods and systems for computing singular value decompositions of matrices and low rank approximations of matrices |
US7502994B2 (en) * | 2001-02-05 | 2009-03-10 | Omniture, Inc. | Web page link-tracking system |
US7499948B2 (en) * | 2001-04-16 | 2009-03-03 | Bea Systems, Inc. | System and method for web-based personalization and ecommerce management |
US20030236701A1 (en) | 2001-05-15 | 2003-12-25 | Netcentives, Inc. | Method and system for affiliate tracking |
US6707959B2 (en) | 2001-07-12 | 2004-03-16 | Jds Uniphase Inc. | Wavelength switch |
US7672894B2 (en) * | 2001-07-20 | 2010-03-02 | Shopzilla, Inc. | Automated bidding system for use with online auctions |
US7043471B2 (en) * | 2001-08-03 | 2006-05-09 | Overture Services, Inc. | Search engine account monitoring |
US7337396B2 (en) * | 2001-08-08 | 2008-02-26 | Xerox Corporation | Methods and systems for transitioning between thumbnails and documents based upon thumbnail appearance |
US20030046389A1 (en) * | 2001-09-04 | 2003-03-06 | Thieme Laura M. | Method for monitoring a web site's keyword visibility in search engines and directories and resulting traffic from such keyword visibility |
US20030120641A1 (en) * | 2001-11-19 | 2003-06-26 | Stephen Pelletier | Method and apparatus for dynamic database creation and interactive analysis |
US20030126461A1 (en) | 2001-12-28 | 2003-07-03 | John Barker | Audio/visual URL icon |
CN1389811A (zh) | 2002-02-06 | 2003-01-08 | 北京造极人工智能技术有限公司 | 搜索引擎的智能化搜索方法 |
US7454409B2 (en) * | 2002-04-01 | 2008-11-18 | Overture Services, Inc. | Displaying paid search listings in proportion to advertiser spending |
KR100491254B1 (ko) | 2002-05-15 | 2005-05-25 | 엔에이치엔(주) | 웹사이트 디렉토리나 웹페이지에 대해 설명하는 단어들에하이퍼링크를 적용하는 검색 시스템 및 방법 |
US7599911B2 (en) * | 2002-08-05 | 2009-10-06 | Yahoo! Inc. | Method and apparatus for search ranking using human input and automated ranking |
US20040044571A1 (en) * | 2002-08-27 | 2004-03-04 | Bronnimann Eric Robert | Method and system for providing advertising listing variance in distribution feeds over the internet to maximize revenue to the advertising distributor |
KR20040048103A (ko) | 2002-12-02 | 2004-06-07 | 엔에이치엔(주) | 웹사이트 정보를 검색 엔진에 등록하기 위한 방법 및 이를이용한 웹사이트 검색 서비스 방법 |
US7836391B2 (en) | 2003-06-10 | 2010-11-16 | Google Inc. | Document search engine including highlighting of confident results |
US7130819B2 (en) * | 2003-09-30 | 2006-10-31 | Yahoo! Inc. | Method and computer readable medium for search scoring |
US7346615B2 (en) * | 2003-10-09 | 2008-03-18 | Google, Inc. | Using match confidence to adjust a performance threshold |
US20050137939A1 (en) * | 2003-12-19 | 2005-06-23 | Palo Alto Research Center Incorporated | Server-based keyword advertisement management |
US7289985B2 (en) * | 2004-04-15 | 2007-10-30 | Microsoft Corporation | Enhanced document retrieval |
US7689458B2 (en) * | 2004-10-29 | 2010-03-30 | Microsoft Corporation | Systems and methods for determining bid value for content items to be placed on a rendered page |
US20060167842A1 (en) * | 2005-01-25 | 2006-07-27 | Microsoft Corporation | System and method for query refinement |
US20070038508A1 (en) * | 2005-08-10 | 2007-02-15 | Microsoft Corporation | Normalized click-through advertisement pricing |
US7457802B2 (en) * | 2006-12-14 | 2008-11-25 | Jason Coleman | Internet searching enhancement method for determining topical relevance scores |
US20080306819A1 (en) * | 2007-06-08 | 2008-12-11 | Yahoo! Inc. | System and method for shaping relevance scores for position auctions |
-
2003
- 2003-06-10 US US10/457,488 patent/US7836391B2/en not_active Expired - Fee Related
-
2004
- 2004-06-08 EP EP04754759A patent/EP1631927A1/en not_active Ceased
- 2004-06-08 WO PCT/US2004/018241 patent/WO2005001719A1/en active Application Filing
- 2004-06-08 CN CN2011100479671A patent/CN102122295B/zh not_active Expired - Lifetime
- 2004-06-08 CN CNA2004800161987A patent/CN1806240A/zh active Pending
-
2010
- 2010-10-08 US US12/901,274 patent/US9189548B2/en active Active
Cited By (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101542486B (zh) * | 2006-11-30 | 2014-01-08 | 微软公司 | 排序图 |
CN102959545A (zh) * | 2010-06-29 | 2013-03-06 | 微软公司 | 导航到流行的搜索结果 |
US9436764B2 (en) | 2010-06-29 | 2016-09-06 | Microsoft Technology Licensing, Llc | Navigation to popular search results |
CN108681604A (zh) * | 2010-06-29 | 2018-10-19 | 微软技术许可有限责任公司 | 导航到流行的搜索结果 |
CN102662944A (zh) * | 2011-01-21 | 2012-09-12 | 微软公司 | 通过浏览器地址栏的直接导航 |
US9165082B2 (en) | 2011-01-21 | 2015-10-20 | Microsoft Technology Licensing, Llc | Direct navigation through browser address bar |
CN102662944B (zh) * | 2011-01-21 | 2016-05-04 | 微软技术许可有限责任公司 | 通过浏览器地址栏的直接导航 |
US9959361B2 (en) | 2011-01-21 | 2018-05-01 | Microsoft Technology Licensing, Llc | Direct navigation through browser address bar |
CN102750255A (zh) * | 2011-03-22 | 2012-10-24 | 卡西欧计算机株式会社 | 信息显示装置 |
CN102750255B (zh) * | 2011-03-22 | 2016-03-09 | 卡西欧计算机株式会社 | 信息显示装置 |
Also Published As
Publication number | Publication date |
---|---|
US7836391B2 (en) | 2010-11-16 |
EP1631927A1 (en) | 2006-03-08 |
US20040255237A1 (en) | 2004-12-16 |
CN102122295B (zh) | 2013-04-03 |
CN102122295A (zh) | 2011-07-13 |
US9189548B2 (en) | 2015-11-17 |
WO2005001719A1 (en) | 2005-01-06 |
US20110029518A1 (en) | 2011-02-03 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN1806240A (zh) | 包括确信结果的突出显示的文档搜索引擎 | |
US8656264B2 (en) | Dynamic aggregation and display of contextually relevant content | |
KR101667344B1 (ko) | 검색 결과들을 제공하는 방법 및 시스템 | |
CN100568232C (zh) | 通用搜索引擎接口 | |
US9697249B1 (en) | Estimating confidence for query revision models | |
JP5431727B2 (ja) | 関連性判定方法、情報収集方法、オブジェクト組織化方法及び検索システム | |
AU2005330021B2 (en) | Integration of multiple query revision models | |
CN101019119B (zh) | 基于名称的url输入 | |
US8682811B2 (en) | User-driven index selection | |
US20080250060A1 (en) | Method for assigning one or more categorized scores to each document over a data network | |
US20130232154A1 (en) | Social network message categorization systems and methods | |
US7765209B1 (en) | Indexing and retrieval of blogs | |
EP3364317A1 (en) | Methods and systems for personalized network searching | |
US20070250501A1 (en) | Search result delivery engine | |
KR20070039072A (ko) | 검색 엔진에서의 결과물 기반의 광고 개인화 | |
US20100106719A1 (en) | Context-sensitive search | |
US7689536B1 (en) | Methods and systems for detecting and extracting information | |
CN103955480A (zh) | 一种用于确定用户所对应的目标对象信息的方法与设备 | |
US20050076000A1 (en) | Determination of table of content links for a hyperlinked document | |
US7680760B2 (en) | System and method for labeling a document | |
US20090063464A1 (en) | System and method for visualizing and relevance tuning search engine ranking functions | |
Lavania et al. | Google: a case study (web searching and crawling) | |
Zaghoul et al. | Website search engine optimization: geographical and cultural point of view | |
AU2011247862B2 (en) | Integration of multiple query revision models | |
Reddy | Role of search engines in library and information centres: An overview |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
REG | Reference to a national code |
Ref country code: HK Ref legal event code: DE Ref document number: 1091913 Country of ref document: HK |
|
C12 | Rejection of a patent application after its publication | ||
RJ01 | Rejection of invention patent application after publication |
Open date: 20060719 |
|
REG | Reference to a national code |
Ref country code: HK Ref legal event code: WD Ref document number: 1091913 Country of ref document: HK |