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71. 发明授权

US08539372B1 Pre-scrolling a search results page 有权
标题翻译：预先滚动搜索结果页
公开(公告)号：US08539372B1
公开(公告)日：2013-09-17
申请号：US12840433
申请日：2010-07-21
申请人： Sanjay Mavinkurve , Shumeet Baluja , Maryam Kamvar
发明人： Sanjay Mavinkurve , Shumeet Baluja , Maryam Kamvar
IPC分类号： G06F3/048
CPC分类号： G06F17/30905 , G06F3/0481 , G06F3/0482
摘要： In general, the subject matter described in this disclosure can be embodied in methods, systems and program products. A computing device receives user input that submits a search query. The computing device provides, by way of a search engine server system, the search query. The computing device receives, from the search engine server system, information that identifies search results that the search engine server system has determined are responsive to the search query. The computing device presents, in a first view of a search results page that is provided on a screen of the computing device in response to receiving the information identifying the search results, a portion of the search results page that includes a list of the search results, the search results page having been pre-scrolled to the portion of the search results page.
摘要翻译：通常，本公开中描述的主题可以体现在方法，系统和程序产品中。计算设备接收提交搜索查询的用户输入。计算设备通过搜索引擎服务器系统提供搜索查询。计算设备从搜索引擎服务器系统接收识别搜索引擎服务器系统已经确定的搜索结果对响应于搜索查询的信息。计算设备在响应于接收到标识搜索结果的信息而在计算设备的屏幕上提供的搜索结果页面的第一视图中呈现包括搜索结果列表的搜索结果页面的一部分，搜索结果页已被预先滚动到搜索结果页的部分。

72. 发明授权

US08504495B1 Approximate hashing functions for finding similar content 有权
公开(公告)号：US08504495B1
公开(公告)日：2013-08-06
申请号：US13250109
申请日：2011-09-30
申请人： Shumeet Baluja , Michele Covell
发明人： Shumeet Baluja , Michele Covell
IPC分类号： G06F15/18
CPC分类号： G06N3/08
摘要： A method including training a plurality of learning systems, each learning system implementing a learning function and having an input and producing an output, initializing one or more data structures, and evaluating a target sample is described. Also described are methods that include initializing one or more data structures and evaluating a target sample for a best match.

73. 发明授权

US08478644B1 Optimizing placement and delivery of advertisements 有权
标题翻译：优化广告的布置和投放
公开(公告)号：US08478644B1
公开(公告)日：2013-07-02
申请号：US13442509
申请日：2012-04-09
申请人： Shumeet Baluja
发明人： Shumeet Baluja
IPC分类号： G06Q30/00
CPC分类号： G06Q30/0275 , G06Q30/0238 , G06Q30/0244 , H04N21/812
摘要： The efficient allocation of advertisements, also known as creatives, on one or more web sites is provided for while ensuring that guarantees to advertisers are honored. In one embodiment, a linear program solver allocates creatives to advertising slots according to an optimizing function designed to maximize revenue for the site. The linear program solver takes as input a set of creatives, creative performance data, constraints, and slot identifiers. The output of the linear program solver is an optimized schedule not violative of any of the input constraints.
摘要翻译：提供在一个或多个网站上有效分配广告（也称为广告素材），同时确保向广告客户保证。在一个实施例中，线性程序解算器根据旨在最大化站点收入的优化功能将广告分配给广告位。线性程序解算器将一组广告素材，创意效果数据，约束和插槽标识符作为输入。线性程序求解器的输出是不违反任何输入约束的优化计划。

74. 发明授权

US08442125B2 Determining popularity ratings using social and interactive applications for mass media 有权
标题翻译：使用社交和互动应用程序确定大众媒体的受欢迎程度
公开(公告)号：US08442125B2
公开(公告)日：2013-05-14
申请号：US11563653
申请日：2006-11-27
申请人： Michele Covell , Shumeet Baluja , Michael Fink
发明人： Michele Covell , Shumeet Baluja , Michael Fink
IPC分类号： H04B1/66
CPC分类号： H04N21/44213 , G06F17/30743 , G06F17/30761 , G06Q30/02 , G11B27/034 , G11B27/28 , H04H20/14 , H04H60/06 , H04H60/37 , H04H60/372 , H04H60/375 , H04H60/45 , H04H60/58 , H04H60/59 , H04H60/64 , H04H60/65 , H04H60/66 , H04H60/80 , H04H60/87 , H04H2201/90 , H04N5/445 , H04N7/17318 , H04N7/17336 , H04N21/252 , H04N21/26603 , H04N21/41407 , H04N21/4143 , H04N21/42203 , H04N21/4394 , H04N21/44016 , H04N21/440236 , H04N21/4542 , H04N21/4622 , H04N21/4722 , H04N21/4756 , H04N21/4782 , H04N21/4788 , H04N21/4828 , H04N21/8106 , H04N21/812 , H04N21/8133 , H04N21/858
摘要： Systems, methods, devices, and computer program products provide social and interactive applications for mass media based on real time ambient-audio and/or video identification. In some implementations, a method includes: receiving descriptors identifying ambient audio associated with a media broadcast; comparing the descriptors to one or more reference descriptors; and determining a rating for the media broadcast based at least in part on the results of the comparison.
摘要翻译：系统，方法，设备和计算机程序产品为基于实时环境 - 音频和/或视频识别的大众媒体提供社交和互动应用。在一些实现中，一种方法包括：接收识别与媒体广播相关联的环境音频的描述符; 将描述符与一个或多个参考描述符进行比较; 以及至少部分地基于所述比较的结果确定所述媒体广播的评级。

75. 发明授权

US08356035B1 Association of terms with images using image similarity 有权
标题翻译：使用图像相似度的图像的术语关联
公开(公告)号：US08356035B1
公开(公告)日：2013-01-15
申请号：US11733734
申请日：2007-04-10
申请人： Shumeet Baluja , Yushi Jing
发明人： Shumeet Baluja , Yushi Jing
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30247
摘要： Methods, systems, and apparatus, including computer program products, for associating terms with images. A plurality of images is received. One or more of the received images are associated with one or more terms. Degrees of similarity between a plurality of pairs of images in the plurality of images is determined. A respective weight with respect to a first image of the plurality of images is assign to one or more of the terms based at least on the degrees of similarity. One or more of the terms are selected based on the respective weights of the terms with respect to the first image, and the selected terms are associated with the respective image.
摘要翻译：用于将术语与图像相关联的方法，系统和装置，包括计算机程序产品。接收多个图像。一个或多个所接收的图像与一个或多个术语相关联。确定多个图像中的多对图像之间的相似度。相对于多个图像的第一图像的相应权重至少基于相似度被分配给一个或多个项。基于相对于第一图像的项的相应权重来选择项中的一个或多个，并且所选择的项与相应图像相关联。

76. 发明申请

US20130006640A1 Automatic Language Model Update 有权
标题翻译：自动语言模型更新
公开(公告)号：US20130006640A1
公开(公告)日：2013-01-03
申请号：US13616468
申请日：2012-09-14
申请人： Michael H. Cohen , Shumeet Baluja , Pedro J. Moreno
发明人： Michael H. Cohen , Shumeet Baluja , Pedro J. Moreno
IPC分类号： G10L15/18
CPC分类号： G10L15/065 , G10L15/06 , G10L15/063 , G10L15/187 , G10L15/26 , G10L2015/0635
摘要： A method for generating a speech recognition model includes accessing a baseline speech recognition model, obtaining information related to recent language usage from search queries, and modifying the speech recognition model to revise probabilities of a portion of a sound occurrence based on the information. The portion of a sound may include a word. Also, a method for generating a speech recognition model, includes receiving at a search engine from a remote device an audio recording and a transcript that substantially represents at least a portion of the audio recording, synchronizing the transcript with the audio recording, extracting one or more letters from the transcript and extracting the associated pronunciation of the one or more letters from the audio recording, and generating a dictionary entry in a pronunciation dictionary.
摘要翻译：一种用于产生语音识别模型的方法，包括：访问基准语音识别模型，从搜索查询获得与最近的语言使用相关的信息，以及修改语音识别模型，以基于该信息修改声音发生的一部分的概率。声音的一部分可能包含一个字。另外，一种用于生成语音识别模型的方法包括：从搜索引擎从远程设备接收基本上表示音频记录的至少一部分的音频记录和抄本，将录音与音频记录同步，提取一个或从录音中提取更多的字母，并且从音频记录中提取一个或多个字母的相关联的发音，以及在发音词典中生成字典条目。

77. 发明授权

US08239418B1 Video-related recommendations using link structure 有权
标题翻译：视频相关建议使用链接结构
公开(公告)号：US08239418B1
公开(公告)日：2012-08-07
申请号：US13397576
申请日：2012-02-15
申请人： Shumeet Baluja , Yushi Jing , Dandapani Sivakumar , Jay Yagnik
发明人： Shumeet Baluja , Yushi Jing , Dandapani Sivakumar , Jay Yagnik
IPC分类号： G06F17/30
CPC分类号： G06F17/30035 , G06F17/30828 , G06Q30/02 , Y10S707/99942 , Y10S707/99945
摘要： The subject matter of this specification can be embodied in, among other things, a method that includes inferring labels for videos, users, advertisements, groups of users, and other entities included in a social network system. The inferred labels can be used to generate recommendations such as videos or advertisements in which a user may be interested. Inferred labels can be generated based on social or other relationships derived from, for example, profiles or activities of social network users. Inferred labels can be advantageous when explicit information about these entities is not available. For example, a particular user may not have clicked on any online advertisements, so the user is not explicitly linked to any advertisements.
摘要翻译：本说明书的主题可以包括推断用于视频，用户，广告，用户组以及包括在社交网络系统中的其他实体的标签的方法。推断的标签可用于生成用户可能感兴趣的建议，如视频或广告。可以基于从例如社交网络用户的简档或活动导出的社会或其他关系来生成推断标签。当关于这些实体的显式信息不可用时，推断的标签可能是有利的。例如，特定用户可能没有点击任何在线广告，因此用户没有明确地链接到任何广告。

78. 发明授权

US08200010B1 Image segmentation by clustering web images 有权
标题翻译：通过聚类Web图像进行图像分割
公开(公告)号：US08200010B1
公开(公告)日：2012-06-12
申请号：US11858368
申请日：2007-09-20
申请人： Yushi Jing , Shumeet Baluja
发明人： Yushi Jing , Shumeet Baluja
IPC分类号： G06K9/34
CPC分类号： G06K9/00751 , G06K9/4671
摘要： An image segmentation system selects candidate images from an image collection. Image analysis on individual images proceeds by first detecting salient features on each image. Patches are centered on points of interest located on the salient features of the image. Each patch is gridded into blocks. The block feature vectors are merged to generate a patch feature vector. A fingerprint for each image is obtained by merging patch feature vectors across the image. Images with similar fingerprints are identified and geometric matching is performed to further select images with similar objects. Common regions are tabulated and merged into single regions to segment out coherent objects.
摘要翻译：图像分割系统从图像集合中选择候选图像。通过首先检测每个图像上的显着特征，对图像进行图像分析。修补程序集中在图像显着特征上的兴趣点上。每个补丁被网格化成块。块特征向量被合并以产生补丁特征向量。通过在图像上合并补丁特征向量来获得每个图像的指纹。识别具有相似指纹的图像，并执行几何匹配以进一步选择具有相似对象的图像。公共区域列表并合并到单个区域以分割出相干对象。

79. 发明授权

US08176414B1 Document division method and system 有权
标题翻译：文件划分方法和制度
公开(公告)号：US08176414B1
公开(公告)日：2012-05-08
申请号：US11241224
申请日：2005-09-30
申请人： Shumeet Baluja
发明人： Shumeet Baluja
IPC分类号： G06F17/00
CPC分类号： G06F17/24 , G06F17/211 , G06F17/212 , G06F17/30011 , G06F17/30905
摘要： A method for formatting an electronic document for display on an electronic device includes receiving a first electronic document, determining a first entropy value associated with a first line that divides the first electronic document into two portions, determining a second entropy value associated with a second line that divides the first electronic document into two portions, and generating a second electronic document that includes at least a portion defined by the line having the lower entropy value. The first and second entropy values may comprise summing portion entropy values associated with the portions defined by the first line to obtain the first entropy value and summing portion entropy values associated with the portions defined by the second line to obtain the second entropy value.
摘要翻译：用于格式化用于在电子设备上显示的电子文档的方法包括接收第一电子文档，确定与将第一电子文档分成两部分的第一行相关联的第一熵值，确定与第二行相关联的第二熵值其将第一电子文档分成两部分，并且生成包括由具有较低熵值的线限定的至少一部分的第二电子文档。第一和第二熵值可以包括与由第一行定义的部分相关联的求和部分熵值，以获得与由第二行定义的部分相关联的第一熵值和求和部分熵值，以获得第二熵值。

80. 发明申请

US20120059845A1 Detecting Repeating Content In Broadcast Media 有权
标题翻译：在广播媒体中检测重复内容
公开(公告)号：US20120059845A1
公开(公告)日：2012-03-08
申请号：US13195330
申请日：2011-08-01
申请人： Michele Covell , Shumeet Baluja , Michael Fink
发明人： Michele Covell , Shumeet Baluja , Michael Fink
IPC分类号： G06F17/30
CPC分类号： H04N21/44213 , G06F17/30743 , G06F17/30761 , G06Q30/02 , G11B27/034 , G11B27/28 , H04H20/14 , H04H60/06 , H04H60/37 , H04H60/372 , H04H60/375 , H04H60/45 , H04H60/58 , H04H60/59 , H04H60/64 , H04H60/65 , H04H60/66 , H04H60/80 , H04H60/87 , H04H2201/90 , H04N5/445 , H04N7/17318 , H04N7/17336 , H04N21/252 , H04N21/26603 , H04N21/41407 , H04N21/4143 , H04N21/42203 , H04N21/4394 , H04N21/44016 , H04N21/440236 , H04N21/4542 , H04N21/4622 , H04N21/4722 , H04N21/4756 , H04N21/4782 , H04N21/4788 , H04N21/4828 , H04N21/8106 , H04N21/812 , H04N21/8133 , H04N21/858
摘要： Systems, methods, devices, and computer program products provide social and interactive applications for detecting repeating content in broadcast media. In some implementations, a method includes: generating a database of audio statistics from content; generating a query from the database of audio statistics; running the query against the database of audio statistics to determine a non-identity match; if a non-identity match exists, identifying the content corresponding to the matched query as repeating content.
摘要翻译：系统，方法，设备和计算机程序产品提供用于在广播媒体中检测重复内容的社交和交互应用。在一些实现中，一种方法包括：从内容生成音频统计数据库; 从数据库生成查询音频统计; 运行针对音频数据库的查询统计信息，以确定非身份匹配; 如果存在非身份匹配，则将对应于匹配查询的内容标识为重复内容。

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