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1. 发明申请

US20120143840A1 DETECTION OF BEHAVIOR-BASED ASSOCIATIONS BETWEEN SEARCH STRINGS AND ITEMS 有权
标题翻译：检索搜索条和项目之间基于行为的协会
公开(公告)号：US20120143840A1
公开(公告)日：2012-06-07
申请号：US13367134
申请日：2012-02-06
申请人： Eric R. Vadon , Ronald M. Whitman , Ron Kohavi , Gautam K. Jayaraman , Benjamin W.S. Redman
发明人： Eric R. Vadon , Ronald M. Whitman , Ron Kohavi , Gautam K. Jayaraman , Benjamin W.S. Redman
IPC分类号： G06F17/30
CPC分类号： G06F17/30702 , G06F17/30867
摘要： A system and method are disclosed for automatically detecting associations between particular sets of search criteria, such as particular search strings, and particular items. Actions of users of an interactive system, such as a web site, are monitored over time to generate event histories reflective of searches, item selection actions, and possibly other types of user actions. An analysis component collectively analyzes the event histories to automatically identify and quantify associations between specific search strings (or other types of search criteria) and specific items.
摘要翻译：公开了一种系统和方法，用于自动检测特定搜索条件集合之间的关联，例如特定搜索字符串和特定项目。随着时间的推移，监视诸如网站的交互式系统的用户的动作以生成反映搜索，项目选择动作以及可能的其他类型的用户动作的事件历史。分析组件共同分析事件历史，以自动识别和量化特定搜索字符串（或其他类型的搜索条件）和特定项目之间的关联。

2. 发明申请

US20110184928A1 DETECTION OF BEHAVIOR-BASED ASSOCIATIONS BETWEEN SEARCH STRINGS AND ITEMS 有权
标题翻译：检索搜索条和项目之间基于行为的协会
公开(公告)号：US20110184928A1
公开(公告)日：2011-07-28
申请号：US13082931
申请日：2011-04-08
申请人： Eric R. Vadon , Ronald M. Whitman , Ron Kohavi , Gautam K. Jayaraman , Benjamin W.S. Redman
发明人： Eric R. Vadon , Ronald M. Whitman , Ron Kohavi , Gautam K. Jayaraman , Benjamin W.S. Redman
IPC分类号： G06F17/30
CPC分类号： G06F17/30702 , G06F17/30867
摘要： A system and method are disclosed for automatically detecting associations between particular sets of search criteria, such as particular search strings, and particular items. Actions of users of an interactive system, such as a web site, are monitored over time to generate event histories reflective of searches, item selection actions, and possibly other types of user actions. An analysis component collectively analyzes the event histories to automatically identify and quantify associations between specific search strings (or other types of search criteria) and specific items. As part of this process, a decay function reduces the weight given to a post-search item selection event based on intervening events that occur between the search event and the item selection event.
摘要翻译：公开了一种系统和方法，用于自动检测特定搜索条件集合之间的关联，例如特定搜索字符串和特定项目。随着时间的推移，监视诸如网站的交互式系统的用户的动作以生成反映搜索，项目选择动作以及可能的其他类型的用户动作的事件历史。分析组件共同分析事件历史，以自动识别和量化特定搜索字符串（或其他类型的搜索条件）和特定项目之间的关联。作为该过程的一部分，衰减函数基于在搜索事件和项目选择事件之间发生的干预事件来减少给予后搜索项目选择事件的权重。

3. 发明授权

US08543584B2 Detection of behavior-based associations between search strings and items 有权
标题翻译：检测搜索字符串和项目之间基于行为的关联
公开(公告)号：US08543584B2
公开(公告)日：2013-09-24
申请号：US13367134
申请日：2012-02-06
申请人： Eric R. Vadon , Ronald M. Whitman , Ron Kohavi , Gautam K. Jayaraman , Benjamin W. S. Redman
发明人： Eric R. Vadon , Ronald M. Whitman , Ron Kohavi , Gautam K. Jayaraman , Benjamin W. S. Redman
IPC分类号： G06F17/30
CPC分类号： G06F17/30702 , G06F17/30867
摘要： A system and method are disclosed for automatically detecting associations between particular sets of search criteria, such as particular search strings, and particular items. Actions of users of an interactive system, such as a web site, are monitored over time to generate event histories reflective of searches, item selection actions, and possibly other types of user actions. An analysis component collectively analyzes the event histories to automatically identify and quantify associations between specific search strings (or other types of search criteria) and specific items.
摘要翻译：公开了一种系统和方法，用于自动检测特定搜索条件集合之间的关联，例如特定搜索字符串和特定项目。随着时间的推移，监视诸如网站的交互式系统的用户的动作以生成反映搜索，项目选择动作以及可能的其他类型的用户动作的事件历史。分析组件共同分析事件历史，以自动识别和量化特定搜索字符串（或其他类型的搜索条件）和特定项目之间的关联。

4. 发明授权

US08112429B2 Detection of behavior-based associations between search strings and items 有权
标题翻译：检测搜索字符串和项目之间基于行为的关联
公开(公告)号：US08112429B2
公开(公告)日：2012-02-07
申请号：US13082931
申请日：2011-04-08
申请人： Eric R. Vadon , Ronald M. Whitman , Ron Kohavi , Gautam K. Jayaraman , Benjamin W. S. Redman
发明人： Eric R. Vadon , Ronald M. Whitman , Ron Kohavi , Gautam K. Jayaraman , Benjamin W. S. Redman
IPC分类号： G06F17/30
CPC分类号： G06F17/30702 , G06F17/30867
摘要： A system and method are disclosed for automatically detecting associations between particular sets of search criteria, such as particular search strings, and particular items. Actions of users of an interactive system, such as a web site, are monitored over time to generate event histories reflective of searches, item selection actions, and possibly other types of user actions. An analysis component collectively analyzes the event histories to automatically identify and quantify associations between specific search strings (or other types of search criteria) and specific items. As part of this process, a decay function reduces the weight given to a post-search item selection event based on intervening events that occur between the search event and the item selection event.
摘要翻译：公开了一种系统和方法，用于自动检测特定搜索条件集合之间的关联，例如特定搜索字符串和特定项目。随着时间的推移，监视诸如网站的交互式系统的用户的动作以生成反映搜索，项目选择动作以及可能的其他类型的用户动作的事件历史。分析组件共同分析事件历史，以自动识别和量化特定搜索字符串（或其他类型的搜索条件）和特定项目之间的关联。作为该过程的一部分，衰减函数基于在搜索事件和项目选择事件之间发生的干预事件来减少给予后搜索项目选择事件的权重。

5. 发明授权

US07953740B1 Detection of behavior-based associations between search strings and items 有权
标题翻译：检测搜索字符串和项目之间基于行为的关联
公开(公告)号：US07953740B1
公开(公告)日：2011-05-31
申请号：US11276079
申请日：2006-02-13
申请人： Eric R. Vadon , Ronald M. Whitman , Ron Kohavi , Gautam K. Jayaraman , Benjamin W. S. Redman
发明人： Eric R. Vadon , Ronald M. Whitman , Ron Kohavi , Gautam K. Jayaraman , Benjamin W. S. Redman
IPC分类号： G06F17/30
CPC分类号： G06F17/30702 , G06F17/30867
摘要： A system and method are disclosed for automatically detecting associations between particular sets of search criteria, such as particular search strings, and particular items. Actions of users of an interactive system, such as a web site, are monitored over time to generate event histories reflective of searches, item selection actions, and possibly other types of user actions. An analysis component collectively analyzes the event histories to automatically identify and quantify associations between specific search strings (or other types of search criteria) and specific items. As part of this process, a decay function reduces the weight given to a post-search item selection event based on intervening events that occur between the search event and the item selection event.
摘要翻译：公开了一种系统和方法，用于自动检测特定搜索条件集合之间的关联，例如特定搜索字符串和特定项目。随着时间的推移，监视诸如网站的交互式系统的用户的动作以生成反映搜索，项目选择动作以及可能的其他类型的用户动作的事件历史。分析组件共同分析事件历史，以自动识别和量化特定搜索字符串（或其他类型的搜索条件）和特定项目之间的关联。作为该过程的一部分，衰减函数基于在搜索事件和项目选择事件之间发生的干预事件来减少给予后搜索项目选择事件的权重。

6. 发明授权

US07321892B2 Identifying alternative spellings of search strings by analyzing self-corrective searching behaviors of users 有权
标题翻译：通过分析用户的自我纠正搜索行为来识别搜索字符串的替代拼写
公开(公告)号：US07321892B2
公开(公告)日：2008-01-22
申请号：US11202291
申请日：2005-08-11
申请人： Eric R. Vadon , Ronald M. Whitman , Randal M. Henne
发明人： Eric R. Vadon , Ronald M. Whitman , Randal M. Henne
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/3064 , G06F17/273 , G06F17/276 , G06F17/30672 , Y10S707/99932 , Y10S707/99933 , Y10S707/99934 , Y10S707/99935
摘要： A computer-implemented process identifies useful alternative spellings of search strings submitted to a search engine. The process takes into consideration spelling changes made by users, as detected by programmatically analyzing search string submissions of a population of search engine users. In one embodiment, an assessment of whether a second search string represents a useful alternative spelling of a first search string takes into consideration (1) an edit distance between the first and second search strings, and (2) a likelihood that a user who submits the first search string will thereafter submit the second search string, as determined by monitoring and analyzing actions of users.
摘要翻译：计算机实现的过程识别提交给搜索引擎的搜索字符串的有用的替代拼写。该过程考虑到用户的拼写更改，通过以编程方式分析搜索引擎用户群体的搜索字符串提交来检测。在一个实施例中，评估第二搜索串是否代表第一搜索串的有用的替代拼写考虑（1）第一和第二搜索串之间的编辑距离，以及（2）提交用户的可能性第一搜索字符串之后将提交第二搜索字符串，如通过监视和分析用户的动作所确定的。

7. 发明授权

US09552603B1 Relating individual items to similar purchased categories 有权
标题翻译：将各个项目与类似的购买类别相关联
公开(公告)号：US09552603B1
公开(公告)日：2017-01-24
申请号：US12817262
申请日：2010-06-17
申请人： Gaurav Chanda , Brent Russell Smith , Homer G. Morgan, III , Ronald M. Whitman , Jeffrey T. Brownell
发明人： Gaurav Chanda , Brent Russell Smith , Homer G. Morgan, III , Ronald M. Whitman , Jeffrey T. Brownell
IPC分类号： G06Q30/00 , G06F17/30 , G06Q30/06
CPC分类号： G06Q30/0631 , G06Q30/0643
摘要： Technologies are described herein for relating individual items to categories of items purchased concurrently by a customer. A representative category may be assigned to each of the items offered for sale by an online merchant. Purchase history data containing information regarding each item purchased by a customer on a specific date is augmented with information regarding each representative category of items from which an item was purchased by the customer on the same date. From the purchase history data, an attach rate is calculated between each particular item and a number of representative categories indicating the frequency of concurrency of purchase of the particular item with items assigned to the representative category. A user interface may then be generated containing the attach rates between the particular item and the representative categories and sent to a customer computer for display to the customer.
摘要翻译：本文描述了技术，用于将各个项目与客户同时购买的物品的类别相关联。可以将代表类别分配给由在线商家提供出售的每个商品。购买历史数据，其中包含有关客户在特定日期购买的每个商品的信息的信息，增加了客户在同一日期从其中购买商品的每个代表类别的信息。从采购历史数据中，计算每个特定项目与指示分配给代表类别的项目的特定项目的购买并发频率的代表类别的附加率。然后，可以生成包含特定项目和代表类别之间的附加费率的用户界面，并发送给客户计算机以显示给客户。

8. 发明授权

US08762310B2 Evaluating recommendations 有权
标题翻译：评估建议
公开(公告)号：US08762310B2
公开(公告)日：2014-06-24
申请号：US13587764
申请日：2012-08-16
申请人： Ronald M. Whitman , Wesley M. Turner , Jin Y. Yi
发明人： Ronald M. Whitman , Wesley M. Turner , Jin Y. Yi
IPC分类号： G06F17/00
CPC分类号： G06Q30/02
摘要： Generally described, embodiments of the present disclosure are directed toward the identification of items for inclusion in a recommendations list that may be displayed concurrently with an item selected by a user or users. The recommended items may be items that are of potential interest to the user and/or may be items that are related to the selected item. More specifically, embodiments of the present disclosure provide a method and system for generating one or more recommendations lists, providing those lists to users, evaluating users' interactions with those lists, and modifying the engines or techniques used to identify items that are to be included in the recommendations lists.
摘要翻译：通常描述，本公开的实施例涉及用于包括在可以与由用户或用户选择的项目同时显示的推荐列表中的项目的识别。推荐的项目可以是对用户有潜在兴趣的项目和/或可以是与所选项目相关的项目。更具体地，本公开的实施例提供了一种用于生成一个或多个推荐列表的方法和系统，向用户提供这些列表，评估用户与这些列表的交互，以及修改用于识别要包括的项目的引擎或技术在建议清单中。

9. 发明授权

US06772150B1 Search query refinement using related search phrases 有权
标题翻译：使用相关搜索短语搜索查询优化
公开(公告)号：US06772150B1
公开(公告)日：2004-08-03
申请号：US09532230
申请日：2000-03-22
申请人： Ronald M. Whitman , Christopher L. Scofield
发明人： Ronald M. Whitman , Christopher L. Scofield
IPC分类号： G06F1730
CPC分类号： G06F17/3064 , G06F17/30448 , G06F17/30864 , Y10S707/99932 , Y10S707/99933 , Y10S707/99935 , Y10S707/99936 , Y10S707/99942 , Y10S707/99943 , Y10S707/99944 , Y10S707/99945
摘要： A search engine system uses information about historical query submissions to a search engine to suggest previously-submitted, related search phrases to users. The related search phrases are preferably suggested based on a most recent set of query submission data (e.g., the last two weeks of submissions), and thus strongly reflect the current searching patterns or interests of users. The system is preferably implemented within a search engine used to locate items that are available for electronic purchase, but may be implemented within other types of search engines. In one embodiment, the related search phrases are scored and selected for display based at least in-part on an evaluation of the “usefulness” of each search phrase, as reflected by actions performed by prior users while viewing the corresponding search results.
摘要翻译：搜索引擎系统使用关于历史查询提交的信息到搜索引擎来向用户建议先前提交的相关搜索短语。相关的搜索短语优选基于最近一组查询提交数据（例如，提交的最后两周）来建议，并且因此强烈地反映当前搜索模式或用户兴趣。该系统优选地在用于定位可用于电子购买的项目的搜索引擎中实现，但可以在其他类型的搜索引擎中实现。在一个实施例中，相关搜索短语至少部分地基于对每个搜索短语的“有用性”的评估进行评分和选择以进行显示，如在查看相应的搜索结果时由现有用户执行的动作所反映的。

10. 发明授权

US06243713B1 Multimedia document retrieval by application of multimedia queries to a unified index of multimedia data for a plurality of multimedia data types 有权
标题翻译：通过将多媒体查询应用于多媒体数据类型的多媒体数据的统一索引来进行多媒体文档检索
公开(公告)号：US06243713B1
公开(公告)日：2001-06-05
申请号：US09139290
申请日：1998-08-24
申请人： Paul E. Nelson , Christopher H. Anderson , Ronald M. Whitman , Paul C. Gardner , Mark R. David
发明人： Paul E. Nelson , Christopher H. Anderson , Ronald M. Whitman , Paul C. Gardner , Mark R. David
IPC分类号： G06F1730
CPC分类号： G06F17/30017 , Y10S707/99933 , Y10S707/99934 , Y10S707/99945 , Y10S707/99948
摘要： A system, method and software product provides for true multimedia document retrieval by receiving multimedia queries containing various types of data, such as text keywords, images, audio or other data types, and processing such queries against a multimedia index that commonly indexes multimedia documents, including any of their multimedia components. The unified index allows query retrieval by evaluation of a query structure which can contain any of the multimedia data types, and operators which can be evaluated on any of these data types. The system indexes multimedia documents by separating them into their multimedia components, and processing each component into a number of tokens. The tokens are stored in the index along with information identifying the documents that contain the token, and reference data describing the position of the token within the documents, and any other data extracted from the multimedia component of the document, such as color, texture, luminance, recognized speech, or the like. During retrieval, a query is decomposed into multimedia components, which are then converted to a set of tokens and query structure including mathematical and proximity operators. Query expansion is used to expand the query structure to include additional tokens corresponding to various ones of input query tokens. Because the multimedia components are all indexed in the unified index, there is no need to process different parts of the query against different indices and databases in order to select documents that best satisfy the query.
摘要翻译：系统，方法和软件产品通过接收包含各种类型的数据的多媒体查询（例如文本关键词，图像，音频或其他数据类型）以及针对通常对多媒体文档进行索引的多媒体索引来处理这样的查询来提供真正的多媒体文档检索，包括他们的任何多媒体组件。统一索引允许通过评估可以包含任何多媒体数据类型的查询结构的查询检索，以及可以对这些数据类型中的任一种进行评估的运算符。该系统通过将多媒体文档分离成多媒体组件，并将每个组件处理成多个令牌来进行索引。令牌与标识包含令牌的文档的信息一起存储在索引中，以及描述文档中的令牌的位置的参考数据以及从文档的多媒体组件提取的任何其他数据，例如颜色，纹理，亮度，识别语音等。在检索期间，查询被分解为多媒体组件，然后将其转换为包括数学和邻近运算符的一组令牌和查询结构。查询扩展用于扩展查询结构，以包括与各种输入查询令牌相对应的附加标记。由于多媒体组件都在统一索引中进行索引，因此不需要处理不同的索引和数据库的查询的不同部分，以便选择最符合查询的文档。

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