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1. 发明申请

US20160325832A1 DISTRIBUTED DRONE FLIGHT PATH BUILDER SYSTEM 审中-公开
标题翻译：分布式飞行员飞行员建筑物系统
公开(公告)号：US20160325832A1
公开(公告)日：2016-11-10
申请号：US15092004
申请日：2016-04-06
申请人： Manu Shukla
发明人： Manu Shukla
IPC分类号： B64C39/02 , G08G5/00
CPC分类号： B64C39/024 , B64C2201/12 , B64C2201/141 , G08G5/0013 , G08G5/0026 , G08G5/0034 , G08G5/006 , G08G5/0069
摘要： Drones have become ubiquitous in performing risky and labor intensive areal tasks cheaply and safely. To allow them to be autonomous, their flight plan needs to be pre-built for them. Existing works do not precalculate flight paths but instead focus on navigation through camera based image processing techniques, genetic or geometric algorithms to guide the drone during flight. That makes flight navigation complex and risky. We present automated flight plan builder DIFPL which pre-builds flight plans for drones to survey a large area. The flight plans are built for subregions and fed into drones which allow them to navigate autonomously. DIFPL employs distributed paradigm on Hadoop MapReduce framework. Distribution is achieved by processing sections or subregions in parallel. Experiments performed with network and elevation datasets validate the efficiency of DIFPL in building optimal flight plans.
摘要翻译：无人机在廉价而安全地执行危险和劳动密集型地面任务方面变得普遍存在。为了让他们自主，他们的飞行计划需要为他们预先建造。现有作品不会对飞行路径进行预先计算，而是侧重于通过基于相机的图像处理技术的导航，遗传或几何算法来指导飞行中的无人机。这使得飞行导航复杂和冒险。我们提供自动化飞行计划制造商DIFPL，它为无人机的飞行计划制定了大面积调查。这些飞行计划是为次区域建造的，并进入无人机，允许他们自主航行。 DIFPL在Hadoop MapReduce框架上采用分布式范例。分配是通过并行处理部分或次区域来实现的。使用网络和高程数据集进行的实验验证了DIFPL在建立最佳飞行计划方面的效率。

2. 发明申请

US20160292151A1 DISTRIBUTED STORYTELLING FRAMEWORK FOR INTELLIGENCE ANALYSIS 审中-公开
标题翻译：分布式智能分析框架
公开(公告)号：US20160292151A1
公开(公告)日：2016-10-06
申请号：US15092020
申请日：2016-04-06
申请人： Manu Shukla
发明人： Manu Shukla
IPC分类号： G06F17/28
CPC分类号： G06F17/2785 , G06F16/345 , H04L51/32
摘要： Aspects of the present disclosure relate to a distributed storytelling framework. A server receives an adjacency list comprising a set of nodes linked together by edges. The server converts the adjacency list to a set of generated storylines, each storyline being represented as a key-value pair. A key represents a first node and a value represents a second node linked to the first node by an edge. The server combines first and second storylines, of the set of generated storylines, to generate an additional storyline in response to a value from a first storyline matching a key from a second storyline. The additional storyline includes a single key and multiple values, and is added to the set of generated storylines. The server repeats combining storylines, of the set of generated storylines, to generate additional storylines. The server provides an output corresponding to at least one of the generated storylines.
摘要翻译：本公开的方面涉及分布式故事框架。服务器接收包括通过边缘链接在一起的一组节点的邻接列表。服务器将邻接列表转换为一组生成的故事情节，每个故事情节表示为键值对。密钥表示第一节点，值表示通过边缘链接到第一节点的第二节点。该服务器将所生成的故事集合中的第一和第二故事情节相结合，以响应来自与第二故事情节相匹配的键的第一故事情节的值产生额外的故事情节。额外的故事情节包括单个键和多个值，并被添加到一组生成的故事情节。服务器重复组合故事情节，产生故事情节，以产生额外的故事情节。服务器提供对应于所生成的故事情节中的至少一个的输出。

3. 发明申请

US20130080439A1 Systems and Methods for Contextual Analysis and Segmentation of Information Objects 有权
标题翻译：信息对象上下文分析与分割的系统与方法
公开(公告)号：US20130080439A1
公开(公告)日：2013-03-28
申请号：US13241834
申请日：2011-09-23
申请人： Pero SUBASIC , Kenin COLOMA , Guoying ZHANG , Jiliang CHANG , Manu SHUKLA
发明人： Pero SUBASIC , Kenin COLOMA , Guoying ZHANG , Jiliang CHANG , Manu SHUKLA
IPC分类号： G06F17/30
CPC分类号： G06F17/3071 , G06F17/30864 , G06Q30/02
摘要： Systems and methods are disclosed for contextual analysis and segmentation of information objects. In accordance with one implementation, information objects, such as web pages and user profiles, may be processed to obtain a list of key terms. An index may be created containing each of the information objects and associated key terms. Information objects may then be matched to contextual segments (i.e., categories of information objects) by submitting terms associated with the contextual segments against the index. Further, thresholding may be applied, so that only the most relevant information objects for a contextual segment are assigned to the contextual segment.
摘要翻译：公开了用于信息对象的上下文分析和分割的系统和方法。根据一个实现，可以处理信息对象，诸如网页和用户简档，以获得关键术语的列表。可以创建包含每个信息对象和相关联的关键术语的索引。然后可以通过针对索引提交与上下文段相关联的术语来将信息对象与上下文段（即，信息对象的类别）相匹配。此外，可以应用阈值处理，使得仅将上下文段的最相关的信息对象分配给上下文段。

4. 发明申请

US20130080434A1 Systems and Methods for Contextual Analysis and Segmentation Using Dynamically-Derived Topics 有权
标题翻译：使用动态派生主题进行语境分析和分割的系统和方法
公开(公告)号：US20130080434A1
公开(公告)日：2013-03-28
申请号：US13241856
申请日：2011-09-23
申请人： Pero Subasic , Kenin Coloma , Guoying Zhang , Jiliang Chang , Manu Shukla
发明人： Pero Subasic , Kenin Coloma , Guoying Zhang , Jiliang Chang , Manu Shukla
IPC分类号： G06F17/30
CPC分类号： G06F17/3071 , G06Q30/02
摘要： Systems and methods are disclosed for contextual analysis and segmentation of information objects. According to one implementation, information objects, such as web pages and user profiles, may be analyzed to identify key terms. These key terms may be included in a contextual representation of an information object. By comparing the contextual representations of a plurality of information objects, one or more contextual segments (i.e., categories of information objects) may be created. Each contextual segment may also be associated with its own contextual representation. Once a contextual segment has been created, information objects may be assigned to the contextual segment. These contextual segments may be used to deliver targeted advertising, for example.
摘要翻译：公开了用于信息对象的上下文分析和分割的系统和方法。根据一个实施方式，可以分析信息对象，诸如网页和用户简档，以识别关键术语。这些关键术语可以被包括在信息对象的上下文表示中。通过比较多个信息对象的上下文表示，可以创建一个或多个上下文段（即，信息对象的类别）。每个上下文段也可以与其自己的上下文表示相关联。一旦上下文段被创建，信息对象可以被分配给上下文段。例如，这些上下文段可以用于递送目标广告。

5. 发明授权

US08843430B2 Recommendation system 有权
标题翻译：推荐制度
公开(公告)号：US08843430B2
公开(公告)日：2014-09-23
申请号：US13277482
申请日：2011-10-20
申请人： Oliver Jojic , Manu Shukla
发明人： Oliver Jojic , Manu Shukla
IPC分类号： G06N5/02 , G06Q30/02
CPC分类号： G06Q30/02
摘要： In one aspect, a recommendation system offers item recommendations to users based on one or more items known to be liked by the users. An item may be recommended to a user if a similarity indicator for the item, established by determining how much more likely than expected the user will like the item based on the user liking another item, exceeds a predetermined threshold. Multiple items may be recommended to a user based on relative similarity indicators.
摘要翻译：一方面，推荐系统基于已知被用户喜欢的一个或多个项目向用户提供项目建议。如果项目的相似度指示符是通过根据用户喜欢另一个项目来确定多少比预期的用户想要的项目所建立的项目的相似度指标超过预定阈值，则可以向用户推荐该项目。可以基于相对相似性指标向用户推荐多个项目。

6. 发明授权

US08504411B1 Systems and methods for online user profiling and segmentation 有权
标题翻译：在线用户分析和分割的系统和方法
公开(公告)号：US08504411B1
公开(公告)日：2013-08-06
申请号：US12558891
申请日：2009-09-14
申请人： Pero Subasic , Hans Marius Holtan , Robert S. Cabacungan , Manu Shukla , Rohan A. Mehta , Jay L. Chang , Kenin A. H. Coloma , Neil Cohen , Brian Whitney , Jaimyoung Kwon , Yan Qu
发明人： Pero Subasic , Hans Marius Holtan , Robert S. Cabacungan , Manu Shukla , Rohan A. Mehta , Jay L. Chang , Kenin A. H. Coloma , Neil Cohen , Brian Whitney , Jaimyoung Kwon , Yan Qu
IPC分类号： G06Q30/00
CPC分类号： G06Q30/0201
摘要： A computer-implemented method is provided for managing online user profiles. The method includes receiving information about online activity of a user, the information including at least a unique user ID and a URL requested by the user; fetching textual content associated with the URL requested by the user; generating one or more keywords based on the textual content; and generating or updating a user profile of the user to include the one or more keywords. A system for managing online user profiles is also provided.
摘要翻译：提供了一种用于管理在线用户简档的计算机实现的方法。该方法包括接收关于用户的在线活动的信息，所述信息至少包括唯一用户ID和用户请求的URL; 获取与用户请求的URL相关联的文本内容; 基于文本内容生成一个或多个关键字; 以及生成或更新所述用户的用户简档以包括所述一个或多个关键字。还提供了用于管理在线用户简档的系统。

7. 发明授权

US06456997B1 System and method for dynamically generating an invisible hierarchy in a planning system 失效
标题翻译：在规划系统中动态生成不可见层次的系统和方法
公开(公告)号：US06456997B1
公开(公告)日：2002-09-24
申请号：US09548131
申请日：2000-04-12
申请人： Manu Shukla
发明人： Manu Shukla
IPC分类号： G06F1730
CPC分类号： G06Q10/06 , Y10S707/99931
摘要： A planning system and method for dynamically generating an invisible hierarchy during a planning session in an OLAP type tool. The planning system comprises: (1) a loading mechanism for loading a plan segment, wherein the plan segment is a portion of a plan cube and comprises data, rules, and a defined hierarchy within a dimension; (2) a checking mechanism for determining whether any of the rules associated with the plan segment reference data outside of the plan segment; and (3) a mechanism for creating an invisible hierarchy, wherein the invisible hierarchy comprises the defined hierarchy and at least one ancestor of a top member of the defined hierarchy.
摘要翻译：在OLAP类型工具中的规划会话期间动态生成不可见层次的规划系统和方法。规划系统包括：（1）用于加载计划段的加载机构，其中所述计划段是计划立方体的一部分，并且包括维度内的数据，规则和定义的层次; （2）用于确定与所述计划段相关联的任何规则是否参考所述计划段之外的数据的检查机制; 和（3）用于创建不可见层级的机制，其中所述不可见层级包括所述定义的层次结构和所述定义层次结构的顶层成员的至少一个祖先。

8. 发明授权

US08793252B2 Systems and methods for contextual analysis and segmentation using dynamically-derived topics 有权
标题翻译：使用动态派生主题进行语境分析和分割的系统和方法
公开(公告)号：US08793252B2
公开(公告)日：2014-07-29
申请号：US13241856
申请日：2011-09-23
申请人： Pero Subasic , Kenin Coloma , Guoying Zhang , Jiliang Chang , Manu Shukla
发明人： Pero Subasic , Kenin Coloma , Guoying Zhang , Jiliang Chang , Manu Shukla
IPC分类号： G06F17/30
CPC分类号： G06F17/3071 , G06Q30/02
摘要： Systems and methods are disclosed for contextual analysis and segmentation of information objects. According to one implementation, information objects, such as web pages and user profiles, may be analyzed to identify key terms. These key terms may be included in a contextual representation of an information object. By comparing the contextual representations of a plurality of information objects, one or more contextual segments (i.e., categories of information objects) may be created. Each contextual segment may also be associated with its own contextual representation. Once a contextual segment has been created, information objects may be assigned to the contextual segment. These contextual segments may be used to deliver targeted advertising, for example.
摘要翻译：公开了用于信息对象的上下文分析和分割的系统和方法。根据一个实施方式，可以分析信息对象，诸如网页和用户简档，以识别关键术语。这些关键术语可以被包括在信息对象的上下文表示中。通过比较多个信息对象的上下文表示，可以创建一个或多个上下文段（即，信息对象的类别）。每个上下文段也可以与其自己的上下文表示相关联。一旦上下文段被创建，信息对象可以被分配给上下文段。例如，这些上下文段可以用于递送目标广告。

9. 发明申请

US20130103634A1 RECOMMENDATION SYSTEM 有权
标题翻译：推荐系统
公开(公告)号：US20130103634A1
公开(公告)日：2013-04-25
申请号：US13277482
申请日：2011-10-20
申请人： Oliver Jojic , Manu Shukla
发明人： Oliver Jojic , Manu Shukla
IPC分类号： G06N5/02
CPC分类号： G06Q30/02
摘要： A recommendation system is disclosed that in one aspect offers item recommendations to users based on one or more items known to be liked by the users. An item may be recommended to a user if a similarity indicator for the item, established by determining how much more likely than expected the user will like the item based on the user liking another item, exceeds a predetermined threshold. Multiple items may be recommended to a user based on relative similarity indicators.
摘要翻译：公开了一种推荐系统，其一方面基于已知被用户喜欢的一个或多个项目向用户提供项目建议。如果项目的相似度指示符是通过根据用户喜欢另一个项目来确定多少比预期的用户想要的项目所建立的项目的相似度指标超过预定阈值，则可以向用户推荐该项目。可以基于相对相似性指标向用户推荐多个项目。

10. 发明授权

US09613135B2 Systems and methods for contextual analysis and segmentation of information objects 有权
公开(公告)号：US09613135B2
公开(公告)日：2017-04-04
申请号：US13241834
申请日：2011-09-23
申请人： Pero Subasic , Kenin Coloma , Guoying Zhang , Jiliang Chang , Manu Shukla
发明人： Pero Subasic , Kenin Coloma , Guoying Zhang , Jiliang Chang , Manu Shukla
IPC分类号： G06F17/30 , G06Q30/02
CPC分类号： G06F17/3071 , G06F17/30864 , G06Q30/02
摘要： Systems and methods are disclosed for contextual analysis and segmentation of information objects. In accordance with one implementation, information objects, such as web pages and user profiles, may be processed to obtain a list of key terms. An index may be created containing each of the information objects and associated key terms. Information objects may then be matched to contextual segments (i.e., categories of information objects) by submitting terms associated with the contextual segments against the index. Further, thresholding may be applied, so that only the most relevant information objects for a contextual segment are assigned to the contextual segment.

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