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公开(公告)号：US07295977B2
公开(公告)日：2007-11-13
申请号：US09939954
申请日：2001-08-27
摘要： The method of the present invention utilizes machine-learning techniques, particularly Support Vector Machines in combination with a neural network, to process a unique machine-learning enabled representation of the audio bitstream. Using this method, a classifying machine is able to autonomously detect characteristics of a piece of music, such as the artist or genre, and classify it accordingly. The method includes transforming digital time-domain representation of music into a frequency-domain representation, then dividing that frequency data into time slices, and compressing it into frequency bands to form multiple learning representations of each song. The learning representations that result are processed by a group of Support Vector Machines, then by a neural network, both previously trained to distinguish among a given set of characteristics, to determine the classification.
摘要翻译： 本发明的方法利用机器学习技术，特别是与神经网络相结合的支持向量机来处理独特的机器学习使能的音频比特流表示。 使用这种方法，分类机能够自主地检测诸如艺术家或流派之类的音乐的特征，并相应地对其进行分类。 该方法包括将音乐的数字时域表示变换为频域表示，然后将该频率数据划分为时间片，并将其压缩为频带，以形成每首歌曲的多个学习表示。 结果的学习表示由一组支持向量机处理，然后由神经网络处理，两者都被训练以区分给定的一组特征，以确定分类。
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公开(公告)号：US08631001B2
公开(公告)日：2014-01-14
申请号：US10815074
申请日：2004-03-31
IPC分类号： G06F7/00
CPC分类号： G06F17/30864
摘要： Systems and methods for weighting a search query result are described. In one described system, a program, such as a query system, determines a first article identifier associated with a source and receives an input signal indicating an interest in the first article identifier. The query system then determines a second article identifier associated with the source and determines a score associated with the second article identifier based at least in part on the input signal.
摘要翻译： 描述用于加权搜索查询结果的系统和方法。 在一个描述的系统中，诸如查询系统的程序确定与源相关联的第一文章标识符，并且接收指示对第一文章标识符感兴趣的输入信号。 查询系统然后确定与源相关联的第二物品标识符，并且至少部分地基于输入信号确定与第二物品标识符相关联的得分。
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公开(公告)号：US08543572B2
公开(公告)日：2013-09-24
申请号：US13232929
申请日：2011-09-14
申请人： Stephen R. Lawrence
发明人： Stephen R. Lawrence
CPC分类号： G06F17/30572 , G06F17/30699
摘要： Systems and methods for analyzing boilerplate are described. In one described system, an indexer identifies a common element in a plurality of related articles. The indexer then classifies the common element as boilerplate. For example, the indexer may identify a copyright notice appearing in a plurality of related articles. The copyright notice in these articles is considered boilerplate.
摘要翻译： 描述了用于分析样板的系统和方法。 在一个描述的系统中，索引器识别多个相关文章中的公共元素。 然后，索引器将公共元素分类为样板。 例如，索引器可以标识出现在多个相关文章中的版权声明。 这些文章中的版权声明被认为是样板。
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公开(公告)号：US20110314008A1
公开(公告)日：2011-12-22
申请号：US13172961
申请日：2011-06-30
CPC分类号： G06F17/30867 , G06F17/30893 , G06Q30/0201 , G06Q30/0241 , Y10S707/99933 , Y10S707/99943 , Y10S707/99945
摘要： Personalized network searching, in which a search query is received from a user, and a request is received to personalize a search result. Responsive to the search query and the request to personalize the search result, a personalized search result is generated by searching a personalized search object. Responsive to the search query, a general search result is generated by searching the general search object. The personalized search result and the general search result are provided to a client device, an advertisement is selected based at least in part upon the personalized search object, and the advertisement, the personalized search result, and the general search result are displayed.
摘要翻译： 个性化网络搜索，其中从用户接收到搜索查询，并且接收到请求以个性化搜索结果。 响应于搜索查询和个性化搜索结果的请求，通过搜索个性化搜索对象来生成个性化搜索结果。 响应于搜索查询，通过搜索一般搜索对象来生成一般搜索结果。 将个性化搜索结果和一般搜索结果提供给客户端设备，至少部分地基于个性化搜索对象选择广告，并且显示广告，个性化搜索结果和一般搜索结果。
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公开(公告)号：US07707573B1
公开(公告)日：2010-04-27
申请号：US10749439
申请日：2003-12-31
IPC分类号： G06F9/445 , G06F15/173
CPC分类号： G06F8/61 , H04L67/22 , H04L67/325 , H04L67/34
摘要： The present invention comprises systems and methods, and computer readable media comprising the methods, for installing software components. A user's need for a software component may be determined prior to installation. The systems and methods of the present invention provide automation and flexibility to the installation process. In an embodiment, processor usage and network usage are monitored and software installation are initiated and/or continued during periods where processor and/or network usage are low. The installation process may be halted when the processor and/or network connection are called upon for other uses. Processor and/or network usage may also be throttled, for example limiting the bandwidth available for the installation to maintain sufficient processor share and/or bandwidth for other tasks. Adverse impact on a computer user is minimized.
摘要翻译： 本发明包括系统和方法以及包括用于安装软件组件的方法的计算机可读介质。 可以在安装之前确定用户对软件组件的需求。 本发明的系统和方法为安装过程提供了自动化和灵活性。 在一个实施例中，监视处理器使用和网络使用，并且在处理器和/或网络使用量较低的时段期间启动和/或继续软件安装。 当处理器和/或网络连接被要求用于其他用途时，可能会停止安装过程。 也可以限制处理器和/或网络使用，例如限制可用于安装的带宽以维持足够的其他任务的处理器共享和/或带宽。 对计算机用户的不利影响最小化。
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公开(公告)号：US07693825B2
公开(公告)日：2010-04-06
申请号：US10813875
申请日：2004-03-31
申请人： Niniane Wang , Stephen R. Lawrence
发明人： Niniane Wang , Stephen R. Lawrence
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30663
摘要： Systems and methods for ranking implicit search queries are described. In one embodiment a method comprising receiving an event, the event comprising user interaction with an article on a client device, wherein the article is capable of being associated with at least one of a plurality of client applications, extracting at least one keyword from the event, generating a query based at least in part on the at least one keyword, performing a search based at least in part on the query to determine a result set, wherein the result set comprises one or more article identifiers associated with articles comprising the at least one keyword, and determining a ranking for each of the one or more article identifiers comprising the result set is described.
摘要翻译： 描述用于排序隐式搜索查询的系统和方法。 在一个实施例中，一种方法包括接收事件，该事件包括与客户端设备上的物品的用户交互，其中该物品能够与多个客户端应用中的至少一个相关联，从该事件中提取至少一个关键字 至少部分地基于所述至少一个关键字生成查询，至少部分地基于所述查询执行搜索以确定结果集，其中所述结果集包括与至少包括所述至少一个或多个文档的文章相关联的一个或多个文章标识符 描述一个关键字，并且确定包括结果集的一个或多个文章标识符中的每一个的排名。
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公开(公告)号：US08626739B2
公开(公告)日：2014-01-07
申请号：US13323693
申请日：2011-12-12
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30038 , G06F17/30047 , G06F17/30067 , G06F17/30997
摘要： Systems and methods for processing media files are described. In one embodiment, one or more events are captured having associated event data and associated with a client device, wherein each event is associated with an article and at least one of the articles is a media file, wherein at least one of the events is captured in real time upon the occurrence of the event, at least some of the event data and articles associated with the events are indexed and stored, a search query is received, and the at least one media file is determined as relevant to the search query.
摘要翻译： 描述用于处理媒体文件的系统和方法。 在一个实施例中，捕获具有相关联的事件数据并与客户端设备相关联的一个或多个事件，其中每个事件与物品相关联，并且至少一个物品是媒体文件，其中捕获至少一个事件 在事件发生时实时地，将与事件相关联的事件数据和文章中的至少一些索引并存储，接收到搜索查询，并且确定至少一个媒体文件与搜索查询相关。
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公开(公告)号：US08595214B1
公开(公告)日：2013-11-26
申请号：US10814055
申请日：2004-03-31
IPC分类号： G06F17/30
CPC分类号： G06F17/30321 , G06F17/30115 , G06F17/30557 , G06F17/3089 , G06F2201/86
摘要： Systems and methods for article location and retrieval are described. In one described method, the normal processing of an operating system call associated with a dialog control is interrupted, and a search dialog control is displayed. The search dialog control is associated with an index comprising a plurality of events. Each of the plurality of events may be associated with at least one of a plurality of client applications and at least some of the plurality of events can be captured in real time. Each event may be associated with one or more articles.
摘要翻译： 描述了文章定位和检索的系统和方法。 在一种描述的方法中，中断与对话控件相关联的操作系统调用的正常处理，并且显示搜索对话控件。 搜索对话控件与包括多个事件的索引相关联。 多个事件中的每一个可以与多个客户端应用中的至少一个相关联，并且可以实时地捕获多个事件中的至少一些。 每个事件可以与一个或多个文章相关联。
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公开(公告)号：US08321858B1
公开(公告)日：2012-11-27
申请号：US10749441
申请日：2003-12-31
IPC分类号： G06F9/445
CPC分类号： G06F8/65
摘要： The present invention comprises systems and methods, and computer readable media comprising the methods, for updating software applications. The systems and methods of the present invention provide automation and flexibility to the updating process. Processor usage and network usage are monitored and software updates are initiated and/or continued during periods where processor and/or network usage are low. The update process may be halted when the processor and/or network connection are called upon for other uses. Processor and/or network usage may also be throttled, for example limiting the bandwidth available for the download to maintain sufficient processor share and/or bandwidth for other tasks. Adverse impact on a computer user is minimized.
摘要翻译： 本发明包括系统和方法以及包括用于更新软件应用的方法的计算机可读介质。 本发明的系统和方法为更新过程提供了自动化和灵活性。 在处理器和/或网络使用量较低的时段期间，监视处理器使用情况和网络使用情况，并启动和/或继续软件更新。 当处理器和/或网络连接被调用用于其他用途时，可以停止更新过程。 也可以限制处理器和/或网络使用，例如限制可用于下载的带宽以维持足够的其他任务的处理器共享和/或带宽。 对计算机用户的不利影响最小化。
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公开(公告)号：US20120296903A1
公开(公告)日：2012-11-22
申请号：US13422458
申请日：2012-03-16
IPC分类号： G06F17/30
CPC分类号： G06F17/30675 , G06F17/30864
摘要： Systems and methods for eliminating duplicate events are described. In one embodiment, an event is captured, wherein the event comprises a user interaction with an article on a client device and it is determined whether the event is a duplicate of a stored event.
摘要翻译： 描述了消除重复事件的系统和方法。 在一个实施例中，捕获事件，其中事件包括与客户端设备上的物品的用户交互，并且确定事件是否是存储的事件的副本。
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