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41. 发明授权

US08122030B1 Dual web graph 有权
标题翻译：双网图
公开(公告)号：US08122030B1
公开(公告)日：2012-02-21
申请号：US11332847
申请日：2006-01-13
申请人： Venky Harinarayan , Anand Rajaraman
发明人： Venky Harinarayan , Anand Rajaraman
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30864
摘要： Scoring a document is disclosed. One or more metrics is determined in a forward direction. One or more backwards metrics is determined. The document is scored based at least in part on a combination of the metrics.
摘要翻译：公开记录文件。在正向确定一个或多个度量。确定一个或多个向后指标。该文档至少部分地基于度量的组合进行评分。

42. 发明授权

US07801756B1 Hybrid machine/human computing arrangement 有权
标题翻译：混合机/人机运算布置
公开(公告)号：US07801756B1
公开(公告)日：2010-09-21
申请号：US11618385
申请日：2006-12-29
申请人： Venky Harinarayan , Anand Rajaraman , Anand Ranganathan
发明人： Venky Harinarayan , Anand Rajaraman , Anand Ranganathan
IPC分类号： G06F9/46 , G06F11/34
CPC分类号： G10L15/22 , G06Q10/063112 , G06Q10/10
摘要： A hybrid machine/human computing arrangement which advantageously involves humans to assist a computer to solve particular tasks, allowing the computer to solve the tasks more efficiently. In one embodiment, a computer system decomposes a task, such as, for example, image or speech comparison, into subtasks for human performance, and requests the performances. The computer system programmatically conveys the request to a central coordinating server of the hybrid machine/human computing arrangement, which in turn dispatches the subtasks to personal computers operated by the humans. The humans perform the subtasks and provide the results back to the server, which receives the responses, and generates a result for the task based at least in part on the results of the human performances.
摘要翻译：一种混合机/人机计算装置，其有利地涉及人帮助计算机解决特定任务，从而允许计算机更有效地解决任务。在一个实施例中，计算机系统将任务（例如，图像或语音比较）分解成用于人类表演的子任务，并请求演奏。计算机系统以编程方式将该请求传送到混合机/人机计算装置的中央协调服务器，该混合机/人机计算装置又将该子任务分配给由人操作的个人计算机。人类执行子任务并将结果提供给服务器，服务器接收响应，并至少部分地基于人类表演的结果为任务生成结果。

43. 发明申请

US20060167864A1 Search engine system for locating web pages with product offerings 有权
标题翻译：搜索引擎系统，用于定位具有产品的网页
公开(公告)号：US20060167864A1
公开(公告)日：2006-07-27
申请号：US11393066
申请日：2006-03-30
申请人： David Bailey , Todd Feldman , Anand Rajaraman
发明人： David Bailey , Todd Feldman , Anand Rajaraman
IPC分类号： G06F17/30
CPC分类号： G06Q30/02 , G06F17/30864 , G06Q10/02 , G06Q30/0635 , G06Q40/04 , Y10S707/99932 , Y10S707/99933 , Y10S707/99934 , Y10S707/99935 , Y10S707/99936 , Y10S707/99942 , Y10S707/99943 , Y10S707/99944 , Y10S707/99945
摘要： A search engine system assists users in locating web pages from which user-specified products can be purchased. Web pages located by a crawler program are scored, based on a set of criteria, according to likelihood of including a product offering. A query server accesses an index of the scored web pages to locate pages that are both responsive to a user's search query and likely to include a product offering. In one embodiment, the responsive web pages are listed on a composite search results page together with responsive products included in a product catalog.
摘要翻译：搜索引擎系统帮助用户定位可以从中购买用户指定的产品的网页。根据一组标准，根据包含产品提供的可能性，由爬行程序定位的网页得分。查询服务器访问得分的网页的索引以定位既响应于用户的搜索查询并且可能包括产品提供的页面。在一个实施例中，响应性网页与包括在产品目录中的响应产品一起列在复合搜索结果页面上。

44. 发明授权

US5657450A Method and apparatus for time estimation and progress feedback on distal access operations 失效
标题翻译：远程接入操作时间估计和进度反馈的方法和装置
公开(公告)号：US5657450A
公开(公告)日：1997-08-12
申请号：US559384
申请日：1995-11-15
申请人： Ramana B. Rao , Anand Rajaraman
发明人： Ramana B. Rao , Anand Rajaraman
IPC分类号： G06F11/34 , G06F17/30 , H04L29/06 , H04L29/08
CPC分类号： G06F17/30551 , G06F11/34 , G06F17/30386 , H04L29/06 , H04L67/2833 , H04L67/2852 , H04L67/325 , G06F11/3476 , H04L69/329
摘要： A method and apparatus for providing time estimates and progress feedback on long-running distal information source access operations. An intermediate server that is "close" to a client workspace creates time estimates and progress information for operations using models of known information sources and an estimated merge processing cost. The model provides information as to how long various operations take for each of the known information sources during predetermined intervals of the day. During the course of interaction with the known information sources, the intermediary server builds the model. The model will take into account a variety of implicit factors including network distance and operation complexity, and explicit factors including time of day and operation type. The present invention will synthesize the model information for multiple information sources when the query is directed to a plurality of information sources. The estimated merge processing cost is processing overhead associated with merging the results obtained for operations over multiple information sources.
摘要翻译：一种用于提供长时间运行的远程信息源访问操作的时间估计和进度反馈的方法和装置。与客户端工作区“关闭”的中间服务器使用已知信息源模型和估计的合并处理成本创建操作的时间估计和进度信息。该模型提供关于在一天的预定间隔期间各种操作对于每个已知信息源所花费的时间的信息。在与已知信息源的交互过程中，中介服务器构建模型。该模型将考虑到各种隐含因素，包括网络距离和运营复杂性，以及明确的因素，包括时间和操作类型。当查询针对多个信息源时，本发明将合成多个信息源的模型信息。估计的合并处理成本是与针对多个信息源的操作获得的结果合并相关联的处理开销。

45. 发明授权

US08626740B1 Hierarchical topic relevance 有权
标题翻译：层次主题相关性
公开(公告)号：US08626740B1
公开(公告)日：2014-01-07
申请号：US11332846
申请日：2006-01-13
申请人： Venky Harinarayan , Anand Rajaraman
发明人： Venky Harinarayan , Anand Rajaraman
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30864
摘要： Determining the relevance of a page to a topic in a hierarchy is disclosed. A plurality of paths that include arrivals at the page is determined. A proportion of the paths that include relevant arrivals at the page is determined. And, the relevance of the page is determined based at least in part on the proportion.
摘要翻译：公开了确定页面与层次结构中的主题的相关性。确定包括页面到达的多个路径。确定包含相关到达页面的路径的一部分。而且，页面的相关性至少部分地基于比例来确定。

46. 发明申请

US20130346990A1 SYSTEMS AND METHODS FOR EVENT STREAM PROCESSING 有权
公开(公告)号：US20130346990A1
公开(公告)日：2013-12-26
申请号：US13553651
申请日：2012-07-19
申请人： Wang Chee Lam , Lu Liu , Taraka Subrahmanya Prasad Siripurapu , Anand Rajaraman , Zoheb Vacheri , AnHai Doan
发明人： Wang Chee Lam , Lu Liu , Taraka Subrahmanya Prasad Siripurapu , Anand Rajaraman , Zoheb Vacheri , AnHai Doan
IPC分类号： G06F9/46
CPC分类号： G06F9/4843 , G06F9/4881 , G06F9/542
摘要： Disclosed are systems and methods for processing events in an event stream using a map-update application. The events may be embodied as a key-attribute pair. An event is processed by one or more instances implementing either a map or an update function. A map function receives an input event from the event stream and publishes one or more events to the event stream. An update function receives an event and updates a corresponding slate and publishes zero or more events. Systems and methods are also disclosed herein for implementing a map-update application in a multithreaded architecture and for handling overloading of a particular thread or node. Systems and methods for providing access to slates updated according to update operations are also disclosed.

47. 发明申请

US20130346970A1 SYSTEMS AND METHODS FOR EVENT STREAM PROCESSING 有权
公开(公告)号：US20130346970A1
公开(公告)日：2013-12-26
申请号：US13553629
申请日：2012-07-19
申请人： Wang Chee Lam , Lu Liu , Taraka Subrahmanya Prasad Siripurapu , Anand Rajaraman , Zoheb Vacheri , AnHai Doan
发明人： Wang Chee Lam , Lu Liu , Taraka Subrahmanya Prasad Siripurapu , Anand Rajaraman , Zoheb Vacheri , AnHai Doan
IPC分类号： G06F9/46 , G06F9/455
CPC分类号： G06F9/4843 , G06F9/4881 , G06F9/542
摘要： Disclosed are systems and methods for processing events in an event stream using a map-update application. The events may be embodied as a key-attribute pair. An event is processed by one or more instances implementing either a map or an update function. A map function receives an input event from the event stream and publishes one or more events to the event stream. An update function receives an event and updates a corresponding slate and publishes zero or more events. Systems and methods are also disclosed herein for implementing a map-update application in a multithreaded architecture and for handling overloading of a particular thread or node. Systems and methods for providing access to slates updated according to update operations are also disclosed.

48. 发明申请

US20120297278A1 INCLUDING HYPERLINKS IN A DOCUMENT 审中-公开
标题翻译：包括文件中的超文本
公开(公告)号：US20120297278A1
公开(公告)日：2012-11-22
申请号：US13558280
申请日：2012-07-25
申请人： Abhishek Gattani , Anand Rajaraman , Nikesh Lucky Garera
发明人： Abhishek Gattani , Anand Rajaraman , Nikesh Lucky Garera
IPC分类号： G06F17/00
CPC分类号： G06F16/367 , G06F16/94 , G06F16/955 , G06F16/9558
摘要： Techniques for including a hyperlink in a document is disclosed. A document is received via a communications interface. An entity pair is determined by a processor. The entity pair includes a concept included in a concept taxonomy and a textual representation included in the document. As output, a hyperlink is provided.
摘要翻译：公开了在文档中包括超链接的技术。通过通信接口接收文档。实体对由处理器确定。实体对包括包含在概念分类法中的概念和文档中包含的文本表示。作为输出，提供超链接。

49. 发明申请

US20120131139A1 PROCESSING DATA FEEDS 有权
标题翻译：处理数据馈送
公开(公告)号：US20120131139A1
公开(公告)日：2012-05-24
申请号：US13300524
申请日：2011-11-18
申请人： Taraka Subrahmanya Prasad Siripurapu , Wang Chee Lam , Digvijay Singh Lamba , Anand Rajaraman
发明人： Taraka Subrahmanya Prasad Siripurapu , Wang Chee Lam , Digvijay Singh Lamba , Anand Rajaraman
IPC分类号： G06F15/16
CPC分类号： H04L65/60 , G06F17/30864
摘要： Exemplary embodiments allow performance of stream computations on real-time data streams using one or more map operations and/or one or more update operations. A map operation is a stream computation in which stream events in one or more real-time data streams are processed in a real-time manner to generate zero, one or more new stream events. An update operation is a stream computation in which stream events in one or more real-time data streams are processed in a real-time manner to create or update one or more static “slate” data structures that are stored in a durable manner.
摘要翻译：示例性实施例允许使用一个或多个地图操作和/或一个或多个更新操作来执行对实时数据流的流计算。地图操作是流计算，其中一个或多个实时数据流中的流事件以实时方式被处理以产生零个一个或多个新的流事件。更新操作是流计算，其中以实时方式处理一个或多个实时数据流中的流事件以创建或更新以耐用方式存储的一个或多个静态“平板”数据结构。

50. 发明申请

US20120130940A1 REAL-TIME ANALYTICS OF STREAMING DATA 审中-公开
标题翻译：流动数据的实时分析
公开(公告)号：US20120130940A1
公开(公告)日：2012-05-24
申请号：US13300523
申请日：2011-11-18
申请人： Abhishek Gattani , Anand Rajaraman
发明人： Abhishek Gattani , Anand Rajaraman
IPC分类号： G06F17/30
CPC分类号： G06F16/958 , G06F16/2379 , G06F16/283 , G06F16/288 , G06F16/367 , G06F16/9024 , G06F16/951 , G06F16/9535 , G06Q30/0631
摘要： Storage media, systems and methods are disclosed herein for analyzing data streams in real time. More particularly, storage media, systems and methods are presented for processing data streams to calculate results for prospective queries. The results may be advantageously computed prior to the formulation of the specific query, for example, based on a pre-established framework of potential query parameters. More particularly, a universe of potential queries may be extrapolated from the pre-established framework of potential query parameters. Results for each of the potential queries may them be tracked in real time. For example, results for each of the potential queries may be continuously updated based on real-time processing of events in a data stream.
摘要翻译：这里公开了用于实时分析数据流的存储介质，系统和方法。更具体地，呈现存储介质，系统和方法来处理数据流以计算潜在查询的结果。可以在特定查询的制定之前计算结果，例如，基于预先建立的潜在查询参数框架。更具体地说，潜在查询的范围可以从预先建立的潜在查询参数框架中推断出来。每个潜在查询的结果可能会被实时跟踪。例如，可以基于数据流中的事件的实时处理来连续更新每个潜在查询的结果。

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