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1. 发明授权

US08725592B2 Method, system, and medium for recommending gift products based on textual information of a selected user 有权
标题翻译：基于所选用户的文字信息推荐礼品的方法，系统和介质
公开(公告)号：US08725592B2
公开(公告)日：2014-05-13
申请号：US13300473
申请日：2011-11-18
申请人： Arvind Batra , Madhusudan Mathihalli , Indrani Chakravarty , Digvijay Singh Lamba
发明人： Arvind Batra , Madhusudan Mathihalli , Indrani Chakravarty , Digvijay Singh Lamba
IPC分类号： G06Q30/00
CPC分类号： G06F17/3089 , G06F17/30377 , G06F17/30592 , G06F17/30604 , G06F17/30734 , G06F17/30864 , G06F17/30867 , G06F17/30958 , G06Q30/0631
摘要： Exemplary embodiments provide methods, systems and devices for recommending one or more products for a selected individual. The products may be recommended to a user for gifting to the selected individual. Exemplary embodiments may automatically determine one or more topics of interest to the selected individual. In an exemplary embodiment, semantic analysis may be performed on textual content associated with the selected individual to automatically extract the topics of interest. Exemplary embodiments may use the topics of interest to automatically determine one or more products that are likely to be of interest to the selected individual.
摘要翻译：示例性实施例提供用于为所选个体推荐一个或多个产品的方法，系统和装置。产品可能推荐给用户赠送给选定的个人。示例性实施例可以自动确定所选个体感兴趣的一个或多个主题。在示例性实施例中，可以对与所选择的个人相关联的文本内容执行语义分析以自动提取感兴趣的主题。示例性实施例可以使用感兴趣的主题来自动确定可能对所选择的个体感兴趣的一个或多个产品。

2. 发明申请

US20120197750A1 METHODS, SYSTEMS AND DEVICES FOR RECOMMENDING PRODUCTS AND SERVICES 有权
标题翻译：用于推荐产品和服务的方法，系统和设备
公开(公告)号：US20120197750A1
公开(公告)日：2012-08-02
申请号：US13300473
申请日：2011-11-18
申请人： Arvind Batra , Madhusudan Mathihalli , Indrani Chakravarty , Digvijay Singh Lamba
发明人： Arvind Batra , Madhusudan Mathihalli , Indrani Chakravarty , Digvijay Singh Lamba
IPC分类号： G06Q30/00
CPC分类号： G06F17/3089 , G06F17/30377 , G06F17/30592 , G06F17/30604 , G06F17/30734 , G06F17/30864 , G06F17/30867 , G06F17/30958 , G06Q30/0631
摘要： Exemplary embodiments provide methods, systems and devices for recommending one or more products for a selected individual. The products may be recommended to a user for gifting to the selected individual. Exemplary embodiments may automatically determine one or more topics of interest to the selected individual. In an exemplary embodiment, semantic analysis may be performed on textual content associated with the selected individual to automatically extract the topics of interest. Exemplary embodiments may use the topics of interest to automatically determine one or more products that are likely to be of interest to the selected individual.
摘要翻译：示例性实施例提供用于为所选个体推荐一个或多个产品的方法，系统和装置。产品可能推荐给用户赠送给选定的个人。示例性实施例可以自动确定所选个体感兴趣的一个或多个主题。在示例性实施例中，可以对与所选择的个人相关联的文本内容执行语义分析以自动提取感兴趣的主题。示例性实施例可以使用感兴趣的主题来自动确定可能对所选择的个体感兴趣的一个或多个产品。

3. 发明申请

US20120131047A1 SOCIAL GENOME 有权
标题翻译：社会基因组
公开(公告)号：US20120131047A1
公开(公告)日：2012-05-24
申请号：US13300519
申请日：2011-11-18
申请人： Anand Rajaraman , Madhusudan Mathihalli , Arvind Batra , Digvijay Singh Lamba , Taraka Subrahmanya Prasad Siripurapu , Nikesh Garera
发明人： Anand Rajaraman , Madhusudan Mathihalli , Arvind Batra , Digvijay Singh Lamba , Taraka Subrahmanya Prasad Siripurapu , Nikesh Garera
IPC分类号： G06F17/30 , G06F15/16
CPC分类号： G06F17/3089 , G06F17/30377 , G06F17/30592 , G06F17/30604 , G06F17/30734 , G06F17/30864 , G06F17/30867 , G06F17/30958 , G06Q30/0631
摘要： Systems and methods are provided for processing a data stream in real time to identify connections between one or more social elements social elements and aggregating and storing the identified connections over a rolling time window. Social elements may be stored as nodes and connection between social elements may be stored as labeled connections between nodes.
摘要翻译：提供系统和方法用于实时处理数据流，以识别一个或多个社会元素社会元素之间的连接，并在滚动时间窗口上聚合和存储所识别的连接。社会元素可以存储为节点，并且社交元素之间的连接可以被存储为节点之间标记的连接。

4. 发明授权

US09183270B2 Social genome 有权
标题翻译：社会基因组
公开(公告)号：US09183270B2
公开(公告)日：2015-11-10
申请号：US13300519
申请日：2011-11-18
申请人： Anand Rajaraman , Madhusudan Mathihalli , Arvind Batra , Digvijay Singh Lamba , Taraka Subrahmanya Prasad Siripurapu , Nikesh Garera
发明人： Anand Rajaraman , Madhusudan Mathihalli , Arvind Batra , Digvijay Singh Lamba , Taraka Subrahmanya Prasad Siripurapu , Nikesh Garera
IPC分类号： G06F17/30 , G06Q30/06
CPC分类号： G06F17/3089 , G06F17/30377 , G06F17/30592 , G06F17/30604 , G06F17/30734 , G06F17/30864 , G06F17/30867 , G06F17/30958 , G06Q30/0631
摘要： Systems and methods are provided for processing a data stream in real time to identify connections between one or more social elements social elements and aggregating and storing the identified connections over a rolling time window. Social elements may be stored as nodes and connection between social elements may be stored as labeled connections between nodes.
摘要翻译：提供系统和方法用于实时处理数据流，以识别一个或多个社会元素社会元素之间的连接，并在滚动时间窗口上聚合和存储所识别的连接。社会元素可以存储为节点，并且社交元素之间的连接可以被存储为节点之间标记的连接。

5. 发明申请

US20140108439A1 Interest Expansion Using A Taxonomy 有权
标题翻译：利用分类法扩大兴趣
公开(公告)号：US20140108439A1
公开(公告)日：2014-04-17
申请号：US13650077
申请日：2012-10-11
申请人： Digvijay Singh Lamba , Xiaoyong Chai
发明人： Digvijay Singh Lamba , Xiaoyong Chai
IPC分类号： G06F17/30
CPC分类号： G06F17/30734 , G06F17/30702 , G06F17/30867
摘要： Disclosed are methods for inferring interests of a user based on declared interests of the user. Text for which a user has expressed interest, e.g. “liked” is evaluated to identify at least one principal concept. A principal article for the principal concept is located in a taxonomy and the link structure of the taxonomy analyzed to identify candidate articles related to the principal article. The candidate articles are scored according to a plurality of metrics and these scored are weighted and combined for a final score. Candidate articles are selected for the score and recommendations are generated and recommendations generated based on the concepts of the selected candidate articles.
摘要翻译：公开的是基于用户声明的兴趣来推断用户兴趣的方法。用户表示兴趣的文字，例如评估“喜欢”以确定至少一个主要概念。主要概念的主要文章位于分类学中，并分析了分类学的链接结构，以确定与主要文章相关的候选文章。候选文章根据多个度量进行评分，并且对这些评分进行加权并组合以获得最终得分。选择候选文章以获得分数，并根据所选择的候选文章的概念生成建议和建议。

6. 发明授权

US08560532B2 Determining concepts associated with a query 有权
标题翻译：确定与查询关联的概念
公开(公告)号：US08560532B2
公开(公告)日：2013-10-15
申请号：US13350538
申请日：2012-01-13
申请人： Digvijay Singh Lamba , Wang Chee Lam , Michel A. Tourn
发明人： Digvijay Singh Lamba , Wang Chee Lam , Michel A. Tourn
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F11/30 , G06F17/30 , G06F17/3053 , G06F17/30976
摘要： Determining one or more concepts associated with a query is disclosed. A query is received. A list of concepts and associated scores is received. The concepts fit within a concept hierarchy. A density function is used to evaluate the received concepts. One or more concepts are associated with the query based at least in part on the results of the density function.
摘要翻译：公开了确定与查询相关联的一个或多个概念。接收到查询。收到了概念和相关分数的列表。概念符合概念层次结构。密度函数用于评估接收到的概念。至少部分地基于密度函数的结果，一个或多个概念与查询相关联。

7. 发明申请

US20140149409A1 MASSIVE RULE-BASED CLASSIFICATION ENGINE 有权
标题翻译：大规模分类发动机
公开(公告)号：US20140149409A1
公开(公告)日：2014-05-29
申请号：US13685626
申请日：2012-11-26
申请人： Digvijay Singh Lamba
发明人： Digvijay Singh Lamba
IPC分类号： G06F17/30
CPC分类号： G06F17/30867 , G06F17/30598 , G06F17/3071 , G06N5/046
摘要： Systems and methods are disclosed herein for performing classification of documents or performing other tasks based on rules. A rule generator receives a request for a rule that will receive as an input a document and output an outcome such as a classification of the document, addition of the document to a whitelist or blacklist, or occurrence of some other outcome. The rules are applied to a document and the document and outcome of the rules are presented to a rater. A rating of the accuracy of the outcome is received from the rater and the rating is propagated to quality metrics of rules that contributed to the outcome. Rules with a quality metric above a threshold may be added to a production rule set. Rules with a quality metric below a threshold may be removed.
摘要翻译：本文公开了用于执行文档分类或基于规则执行其他任务的系统和方法。规则生成器接收到将作为输入文档接收的规则的请求，并输出结果，例如文档的分类，将文档添加到白名单或黑名单，或发生某种其他结果。规则适用于文件，规则的文件和结果将提交给评估者。从评分者获得结果的准确性评级，评级被传播到有助于结果的规则的质量度量。质量指标高于阈值的规则可能会添加到生产规则集中。质量指标低于阈值的规则可能会被删除。

8. 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。

9. 发明授权

US08935252B2 Massive rule-based classification engine 有权
标题翻译：大规模的基于规则的分类引擎
公开(公告)号：US08935252B2
公开(公告)日：2015-01-13
申请号：US13685626
申请日：2012-11-26
申请人： Digvijay Singh Lamba
发明人： Digvijay Singh Lamba
IPC分类号： G06F17/30
CPC分类号： G06F17/30867 , G06F17/30598 , G06F17/3071 , G06N5/046
摘要： Systems and methods are disclosed herein for performing classification of documents or performing other tasks based on rules. A rule generator receives a request for a rule that will receive as an input a document and output an outcome such as a classification of the document, addition of the document to a whitelist or blacklist, or occurrence of some other outcome. The rules are applied to a document and the document and outcome of the rules are presented to a rater. A rating of the accuracy of the outcome is received from the rater and the rating is propagated to quality metrics of rules that contributed to the outcome. Rules with a quality metric above a threshold may be added to a production rule set. Rules with a quality metric below a threshold may be removed.
摘要翻译：本文公开了用于执行文档分类或基于规则执行其他任务的系统和方法。规则生成器接收到将作为输入文档接收的规则的请求，并输出结果，例如文档的分类，将文档添加到白名单或黑名单，或发生某种其他结果。规则适用于文件，规则的文件和结果将提交给评估者。从评分者获得结果的准确性评级，评级被传播到有助于结果的规则的质量度量。质量指标高于阈值的规则可能会添加到生产规则集中。质量指标低于阈值的规则可能会被删除。

10. 发明授权

US08874553B2 Establishing “is a” relationships for a taxonomy 有权
标题翻译：建立“是分类学的关系”
公开(公告)号：US08874553B2
公开(公告)日：2014-10-28
申请号：US13630345
申请日：2012-09-28
申请人： Digvijay Singh Lamba , Omkar Deshoande , Xiaoyong Chai
发明人： Digvijay Singh Lamba , Omkar Deshoande , Xiaoyong Chai
IPC分类号： G06F17/30 , G06F17/27
CPC分类号： G06F17/2785 , G06F17/277 , G06F17/2795 , G06F17/30654 , G06F17/3069 , G06F17/30734
摘要： Disclosed are methods for returning to a user an answer to the question “what is .” Concepts and classes to which the concepts belong are determined from a corpus, such as taxonomy. The concepts are mapped to categories according to the structure of the taxonomy. Homonyms for words are collected and scored according to likeliness of use. Concept vectors are assembled for the identified concepts based on articles in the corpus and social media usage. Words are evaluated for generic-ness and a generic score is associated therewith. In responding to a query, the generic-ness of the terms of the query is evaluated and additional context solicited if the terms are generic. Candidate homonym concepts for a string in the query are selected according to context vectors for the homonym concepts. One or more homonym concepts are selected and the one or more categories corresponding to these concepts are returned.
摘要翻译：公开的方法是向用户返回“什么是”的问题的答案。概念属于的概念和类是从语料库（如分类法）确定的。概念根据分类结构映射到类别。词的同义词根据使用的可能性进行收集和评分。基于语料库和社交媒体使用中的文章，针对识别的概念组合概念向量。对于通用性进行评估，并且通用分数与之相关联。在响应查询时，如果术语是通用的，则对查询的条款的通用性进行评估，并附加附加内容。根据和声概念的上下文向量选择查询中的字符串的候选和声概念。选择一个或多个同音符概念，并且返回与这些概念对应的一个或多个类别。

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