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1. 发明授权

US09652535B2 Presentation of query with event-related information 有权
公开(公告)号：US09652535B2
公开(公告)日：2017-05-16
申请号：US12466216
申请日：2009-05-14
申请人： Neelakantan Sundaresan , Nishith Parikh
发明人： Neelakantan Sundaresan , Nishith Parikh
IPC分类号： G06Q30/02 , G06F17/30
CPC分类号： G06F17/30864 , G06F17/30867 , G06Q30/02
摘要： In an embodiment, a method is provided for presenting a query directed at an information resource. In this method, a number of queries is accessed over a time period. A burst of the number of queries is detected within the time period. It should be noted that a burst is a determinable increase in the number of queries received within the time period relative to a historical number of queries received in a preceding time interval. Event-related information that is associated with the burst in the time is searched, and the query in conjunction with the event-related information is displayed at a display unit.

2. 发明授权

US09152699B2 Search based on diversity 有权
标题翻译：搜索基于多样性
公开(公告)号：US09152699B2
公开(公告)日：2015-10-06
申请号：US12263396
申请日：2008-10-31
申请人： Neelakantan Sundaresan , Nishith Parikh
发明人： Neelakantan Sundaresan , Nishith Parikh
IPC分类号： G06F17/30
CPC分类号： G06F17/30448 , G06F17/30321 , G06F17/30672 , G06F17/30864 , G06Q30/0625
摘要： An example method of expanding a search is provided. In this example, a query used in the search is initially accessed. Other queries associated with the accessed query are identified, and these other queries include query terms. A diversity of the query terms is measured and the accessed query may be expanded with the query terms based on the measured diversity. Another example method is also provided for expanding a search. In this alternate example, a result set resulting from the search is accessed and a diversity of the result set is measured. The query used in the search may then be expanded based on this measured diversity.
摘要翻译：提供了扩展搜索的示例方法。在此示例中，初始访问在搜索中使用的查询。识别与访问查询相关联的其他查询，这些其他查询包括查询项。测量查询项的多样性，并且可以使用基于所测量的多样性的查询项来扩展访问的查询。还提供了另一个示例方法来扩展搜索。在该替代示例中，访问由搜索产生的结果集，并且测量结果集的多样性。然后可以基于该测量的多样性来扩展在搜索中使用的查询。

3. 发明申请

US20110238455A1 ANALYZING MARKETPLACE LISTING STRATEGIES 有权
标题翻译：分析市场上市策略
公开(公告)号：US20110238455A1
公开(公告)日：2011-09-29
申请号：US13072598
申请日：2011-03-25
申请人： Quang Anh Duong , Neelakantan Sundaresan , Nishith Parikh , Zeqian Shen
发明人： Quang Anh Duong , Neelakantan Sundaresan , Nishith Parikh , Zeqian Shen
IPC分类号： G06Q10/00 , G06Q30/00
CPC分类号： G06Q30/0201 , G06Q10/063 , G06Q30/02
摘要： A method and system analyze marketplace listing strategies. In some embodiments, the method accesses data associated with multiple marketplace listings. Each marketplace listing is associated with a product category. A state-action model, associated with the product category, is created based on the data associated with the multiple marketplace listings. The state-action model is then analyzed to identify a marketplace listing strategy associated with the product category.
摘要翻译：一种方法和系统分析市场上市策略。在一些实施例中，该方法访问与多个市场列表相关联的数据。每个市场列表都与产品类别相关联。与产品类别相关联的状态动作模型基于与多个市场列表相关联的数据而创建。然后分析状态模型以识别与产品类别相关联的市场列表策略。

4. 发明授权

US09195758B2 System and method for multi-dimensional personalization of search results 有权
标题翻译：搜索结果多维个性化的系统和方法
公开(公告)号：US09195758B2
公开(公告)日：2015-11-24
申请号：US13278912
申请日：2011-10-21
申请人： Nishith Parikh , Neelakantan Sundaresan , Zeqian Shen
发明人： Nishith Parikh , Neelakantan Sundaresan , Zeqian Shen
IPC分类号： G06F17/30
CPC分类号： G06F17/30522 , G06F17/3053 , G06F17/30867
摘要： In various example embodiments, a system and method for personalization of search results are provided. In example embodiments, a user interface that allows a user to establish optimization preferences used to personalize results based on a query is provided. The optimization preferences include values that are a portion of a total allowed value assigned to interrelated optimization factors. The optimization preferences are received via the user interface. The optimization preferences are applied to matches obtained based on the query to generate a personalized result set.
摘要翻译：在各种示例性实施例中，提供了用于个性化搜索结果的系统和方法。在示例实施例中，提供允许用户基于查询来建立用于个性化结果的优化偏好的用户界面。优化偏好包括作为分配给相关优化因子的总允许值的一部分的值。通过用户界面接收优化首选项。优化偏好被应用于基于查询获得的匹配以产生个性化结果集。

5. 发明授权

US08954422B2 Query suggestion for E-commerce sites 有权
标题翻译：查询电子商务网站的建议
公开(公告)号：US08954422B2
公开(公告)日：2015-02-10
申请号：US13193586
申请日：2011-07-28
申请人： Mohammad Al Hasan , Nishith Parikh , Gyanit Singh , Neelakantan Sundaresan , Brian Scott Johnson , Udayan Khurana
发明人： Mohammad Al Hasan , Nishith Parikh , Gyanit Singh , Neelakantan Sundaresan , Brian Scott Johnson , Udayan Khurana
IPC分类号： G06F17/30 , G06Q30/02
CPC分类号： G06Q30/0625 , G06F17/30386 , G06F17/3053 , G06F17/3064 , G06F17/30646 , G06F17/30861 , G06Q30/02
摘要： Providing query suggestions using a query log including a number of user sessions that comprise training data including a sequence of a plurality of sets of queries. Some of the sets of queries include query transitions followed by a purchase related event. The query log is cleaned and normalized. Query log stationary scores and transition scores of at least some of the plurality of sets is generated. A set of query suggestions is built and similarity scores are computed for at least some of the set of query suggestions to determine whether individual ones of the at least some of the set of query suggestions meet a predetermined assurance level. Those that meet the level are included as elements of the set of query suggestions that meet the predetermined assurance level. That set of query suggestions are mixed and ranked in accordance with a user behavior sought to be optimized.
摘要翻译：使用查询日志提供查询建议，包括包括多个查询集的训练数据的多个用户会话。一些查询集包括查询转换，随后是购买相关事件。查询日志被清理和归一化。产生多个集合中的至少一些的查询记录静止分数和转换分数。构建一组查询建议，并且针对所述一组查询建议中的至少一些计算相似性分数，以确定所述一组查询建议中的至少一些是否满足预定保证级别。满足级别的那些将被包括在满足预定保证级别的一组查询建议的元素中。这组查询建议是混合的，并根据用户行为进行排名，寻求优化。

6. 发明申请

US20130103672A1 SYSTEM AND METHOD FOR MULTI-DIMENSIONAL PERSONALIZATION OF SEARCH RESULTS 有权
标题翻译：用于搜索结果的多维个性化的系统和方法
公开(公告)号：US20130103672A1
公开(公告)日：2013-04-25
申请号：US13278912
申请日：2011-10-21
申请人： Nishith Parikh , Neelakantan Sundaresan , Zeqian Shen
发明人： Nishith Parikh , Neelakantan Sundaresan , Zeqian Shen
IPC分类号： G06F17/30
CPC分类号： G06F17/30522 , G06F17/3053 , G06F17/30867
摘要： In various example embodiments, a system and method for personalization of search results are provided. In example embodiments, a user interface that allows a user to establish optimization preferences used to personalize results based on a query is provided. The optimization preferences include values that are a portion of a total allowed value assigned to interrelated optimization factors. The optimization preferences are received via the user interface. The optimization preferences are applied to matches obtained based on the query to generate a personalized result set.
摘要翻译：在各种示例性实施例中，提供了用于个性化搜索结果的系统和方法。在示例实施例中，提供允许用户基于查询来建立用于个性化结果的优化偏好的用户界面。优化偏好包括作为分配给相关优化因子的总允许值的一部分的值。通过用户界面接收优化首选项。优化偏好被应用于基于查询获得的匹配以产生个性化结果集。

7. 发明申请

US20120036123A1 QUERY SUGGESTION FOR E-COMMERCE SITES 有权
标题翻译：电子商务网站的查询建议
公开(公告)号：US20120036123A1
公开(公告)日：2012-02-09
申请号：US13193586
申请日：2011-07-28
申请人： Mohammad Al Hasan , Nishith Parikh , Gyanit Singh , Neelakantan Sundaresan , Brian Scott Johnson , Udayan Khurana
发明人： Mohammad Al Hasan , Nishith Parikh , Gyanit Singh , Neelakantan Sundaresan , Brian Scott Johnson , Udayan Khurana
IPC分类号： G06F17/30
CPC分类号： G06Q30/0625 , G06F17/30386 , G06F17/3053 , G06F17/3064 , G06F17/30646 , G06F17/30861 , G06Q30/02
摘要： Methods, articles of manufacture and a system for providing query suggestions using a query log that includes a number of user sessions. The sessions comprise training data including a sequence of a plurality of sets of queries, some of the sets of queries including query transitions followed by a purchase related event. The query log is cleaned and normalized. From the cleaned and normalized query log stationary scores and transition scores of at least some of the plurality of sets is generated. A set of query suggestions is built and similarity scores are computed for at least some of the set of query suggestions to determine whether individual ones of the at least some of the set of query suggestions meet a predetermined assurance level. Those that meet the level are included as elements of the set of query suggestions that meet the predetermined assurance level. The set of query suggestions are mixed and ranked in accordance with a user behavior sought to be optimized.
摘要翻译：方法，制品和使用包含多个用户会话的查询日志提供查询建议的系统。会话包括包括多组查询的序列的训练数据，其中一些查询集合包括跟随购买相关事件的查询转换。查询日志被清理和归一化。从清洁和归一化的查询日志生成多个集合中的至少一些的静态分数和转换分数。构建一组查询建议，并且针对所述一组查询建议中的至少一些计算相似性分数，以确定所述一组查询建议中的至少一些是否满足预定保证级别。满足级别的那些将被包括在满足预定保证级别的一组查询建议的元素中。一组查询建议是混合的，并根据用户行为进行排序，寻求优化。

8. 发明申请

US20100281029A1 RECOMMENDATIONS BASED ON BRANDING 有权
标题翻译：基于品牌的推荐
公开(公告)号：US20100281029A1
公开(公告)日：2010-11-04
申请号：US12707618
申请日：2010-02-17
申请人： Nishith Parikh , Neelakantan Sundaresan
发明人： Nishith Parikh , Neelakantan Sundaresan
IPC分类号： G06F17/30
CPC分类号： G06Q30/0631 , G06Q10/04 , G06Q30/02
摘要： A method and a system for providing recommendations based on branding are disclosed. For example, a brand preference corresponding to a first brand and a first category may be identified based on user activity. A recommendation is provided to the user based on the brand preference. The recommendation may be provided based on a predetermined brand relationship comprising the first brand associated with the first category, a second brand associated with a second category, and a recommendation score between the first and second categories and brands. The recommendation may provided by accessing a relationships database to determine at least one brand relationship of the brand relationships corresponding to the brand preference.
摘要翻译：公开了一种基于品牌提供建议的方法和系统。例如，可以基于用户活动来识别对应于第一品牌和第一类别的品牌偏好。基于品牌偏好向用户提供建议。可以基于包括与第一类别相关联的第一品牌，与第二类别相关联的第二品牌以及第一类别和第二类别和品牌之间的推荐评分的预定品牌关系来提供推荐。该建议可以通过访问关系数据库来确定与品牌偏好相对应的品牌关系的至少一个品牌关系来提供。

9. 发明授权

US09443209B2 Recommendations based on branding 有权
标题翻译：基于品牌推荐
公开(公告)号：US09443209B2
公开(公告)日：2016-09-13
申请号：US12707618
申请日：2010-02-17
申请人： Nishith Parikh , Neelakantan Sundaresan
发明人： Nishith Parikh , Neelakantan Sundaresan
IPC分类号： G06F17/30 , G06Q10/04 , G06Q30/02
CPC分类号： G06Q30/0631 , G06Q10/04 , G06Q30/02
摘要： A method and a system for providing recommendations based on branding are disclosed. For example, a brand preference corresponding to a first brand and a first category may be identified based on user activity. A recommendation is provided to the user based on the brand preference. The recommendation may be provided based on a predetermined brand relationship comprising the first brand associated with the first category, a second brand associated with a second category, and a recommendation score between the first and second categories and brands. The recommendation may provided by accessing a relationships database to determine at least one brand relationship of the brand relationships corresponding to the brand preference.
摘要翻译：公开了一种基于品牌提供建议的方法和系统。例如，可以基于用户活动来识别对应于第一品牌和第一类别的品牌偏好。基于品牌偏好向用户提供建议。可以基于包括与第一类别相关联的第一品牌，与第二类别相关联的第二品牌以及第一类别和第二类别和品牌之间的推荐评分的预定品牌关系来提供推荐。该建议可以通过访问关系数据库来确定与品牌偏好相对应的品牌关系的至少一个品牌关系来提供。

10. 发明授权

US08688544B2 Analyzing marketplace listing strategies 有权
标题翻译：分析市场列表策略
公开(公告)号：US08688544B2
公开(公告)日：2014-04-01
申请号：US13072598
申请日：2011-03-25
申请人： Quang Anh Duong , Neelakantan Sundaresan , Nishith Parikh , Zeqian Shen
发明人： Quang Anh Duong , Neelakantan Sundaresan , Nishith Parikh , Zeqian Shen
IPC分类号： G06Q30/00
CPC分类号： G06Q30/0201 , G06Q10/063 , G06Q30/02
摘要： A method and system analyze marketplace listing strategies. In some embodiments, the method accesses data associated with multiple marketplace listings. Each marketplace listing is associated with a product category. A state-action model, associated with the product category, is created based on the data associated with the multiple marketplace listings. The state-action model is then analyzed to identify a marketplace listing strategy associated with the product category.
摘要翻译：一种方法和系统分析市场上市策略。在一些实施例中，该方法访问与多个市场列表相关联的数据。每个市场列表都与产品类别相关联。与产品类别相关联的状态动作模型基于与多个市场列表相关联的数据而创建。然后分析状态模型以识别与产品类别相关联的市场列表策略。

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