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    • 103. 发明申请
    • INTERACTIVE RECOMMENDATIONS
    • 交互式建议
    • US20120158622A1
    • 2012-06-21
    • US12971914
    • 2010-12-17
    • Vijay MitalR. Donald Thompson, IIIRobert PoveyGary Shon Katzenberger
    • Vijay MitalR. Donald Thompson, IIIRobert PoveyGary Shon Katzenberger
    • G06F15/18
    • G06F17/30867G06Q30/0201G06Q30/0631G06Q50/01
    • An interactive recommendation system generates one or more recommendations (e.g., recommended products, travel destinations, etc.) for a user based on a recommendation model. The recommendation model includes one or more criteria that are used to analyze a datastore of user characteristics (e.g., a user's age, location, past online behavior, etc.) and generate one or more recommendations based thereon. The interactive recommendation system further presents a user interface that allows the user to interactively modify the criteria of the recommendation model and to apply the modified recommendation model to the datastore in order to generate one or more modified recommendations. In this manner, for example, the user can customize the recommendations he or she receives by interacting with the recommendation system to modify the recommendation model used to generate such recommendations.
    • 交互式推荐系统基于推荐模型生成针对用户的一个或多个建议(例如,推荐产品,旅行目的地等)。 推荐模型包括用于分析用户特征的数据存储(例如,用户的年龄,位置,过去的在线行为等)的一个或多个标准,并基于此产生一个或多个建议。 交互式推荐系统进一步呈现用户界面,其允许用户交互地修改推荐模型的标准并且将修改的推荐模型应用于数据存储区以便生成一个或多个修改的建议。 以这种方式,例如,用户可以通过与推荐系统交互来定制他或她所接收的建议,以修改用于产生这样的建议的推荐模型。
    • 104. 发明申请
    • INCREMENTAL CREATION OF A GRAPHICAL OBJECT TO VISUALLY REPRESENT A DATA SET
    • 将图形对象增加到可视化表示数据集
    • US20120154403A1
    • 2012-06-21
    • US12972269
    • 2010-12-17
    • Vijay MitalDarryl Ellis RubinSuraj T. Poozhiyil
    • Vijay MitalDarryl Ellis RubinSuraj T. Poozhiyil
    • G06T11/20
    • G06T11/206
    • A computerized tool to visually display data using a graphical object. Visual display components may be identified that can represent a portion of the data and may be proposed to a user, based on visual characteristics of each of the visual display components and parameter(s) of the data. A visual display component selected from these components based on user input may be linked to the portion of the data set so that the visual display component will modify the appearance of the graphical object in a way that represents the portion of the data. Different visual display components may be identified and suggested for a user's selection to represent other portions of the data using the graphical object. The graphical object may thus be incrementally refined to ultimately result in the visual representation of the data.
    • 使用图形对象可视化显示数据的电脑化工具。 可以基于每个视觉显示组件的视觉特征和数据的参数来识别可以表示数据的一部分并且可以向用户提出视觉显示组件。 基于用户输入从这些组件中选择的视觉显示组件可以链接到数据集的该部分,使得视觉显示组件将以表示数据部分的方式修改图形对象的外观。 可以识别和建议不同的视觉显示组件以供用户选择,以使用图形对象来表示数据的其他部分。 因此,图形对象可以被递增地改进以最终导致数据的可视表示。
    • 105. 发明申请
    • EXTRACTING HIGHER-ORDER KNOWLEDGE FROM STRUCTURED DATA
    • 从结构化数据中提取更高级的知识
    • US20110282861A1
    • 2011-11-17
    • US12777564
    • 2010-05-11
    • Thomas Frank BergstraesserVijay MitalDarryl Ellis Rubin
    • Thomas Frank BergstraesserVijay MitalDarryl Ellis Rubin
    • G06F17/30
    • G06F16/24564
    • Systems and methods are described for use in higher-order-knowledge-based searching of content available from a network of data-storage devices. In various embodiments, at least one computational expression representative of a relational framework for content is identified and provided to an information retrieval system for use in searching for content desired by a user. The relational framework for content may include rules, expressions, equations, and/or constraints, which bind, relate, or associate certain content with other content. A computational expression may be determined from processing structured data. The structured data may be identified during crawling of a network or may be expressly provided to an extractor. Use of a computational expression by an information retrieval system may more efficiently and accurately return desired content to a user than is possible with traditional information searching methods.
    • 描述了用于在从数据存储设备的网络可用的内容的基于知识的更高级的搜索中使用的系统和方法。 在各种实施例中,代表用于内容的关系框架的至少一个计算表达被识别并提供给用于搜索用户期望的内容的信息检索系统。 内容的关系框架可以包括将某些内容与其他内容绑定,关联或关联的规则,表达式,方程式和/或约束。 可以从处理结构化数据确定计算表达式。 可以在爬行网络期间识别结构化数据,或者可以将其明确地提供给提取器。 通过信息检索系统使用计算表达式可以比传统的信息搜索方法更有效地和准确地将期望的内容返回给用户。
    • 106. 发明申请
    • COMPARISONS BETWEEN ENTITIES OF A PARTICULAR TYPE
    • 特定类型实体之间的比较
    • US20110270628A1
    • 2011-11-03
    • US12770294
    • 2010-04-29
    • Vijay MitalSaurab NogJason A. WolfJohn A. Payne
    • Vijay MitalSaurab NogJason A. WolfJohn A. Payne
    • G06Q99/00G06F3/048G06F3/14G06Q50/00
    • G06Q50/24G06F16/904G06Q30/0282
    • Embodiments of the invention provide techniques for increasing the efficiency and effectiveness with which entities or entities may be compared and contrasted across one or more dimensions. Some embodiments present on a user interface (UI) a small, visually navigable collection of entities, from which the user may select a “focus” entity that may then be compared with other entities of interest. The UI may employ a visual organization scheme that organizes information on entities according to one or more dimensions, which may be predefined and/or configurable. Embodiments may facilitate rapid cognition of the manner in which information is presented and organized, and enable a user to quickly and easily discern dissimilarities and/or similarities between the focus entity and one or more other selected entities.
    • 本发明的实施例提供了用于增加实体或实体的效率和有效性的技术,可以在一个或多个维度上比较和对比实体或实体。 一些实施例在用户界面(UI)上呈现小的,视觉上可导航的实体集合,用户可从该实体集合中选择可以与其他感兴趣实体进行比较的“焦点”实体。 UI可以采用根据一个或多个维度组织关于实体的信息的视觉组织方案,其可以是预定义的和/或可配置的。 实施例可以促进对信息呈现和组织的方式的快速认知,并且使得用户能够快速且容易地辨别焦点实体和一个或多个其他所选实体之间的不相似性和/或相似性。
    • 110. 发明申请
    • DYNAMICALLY MONITORING APPLICATION BEHAVIOR
    • 动态监测应用行为
    • US20090328008A1
    • 2009-12-31
    • US12146495
    • 2008-06-26
    • Vijay MitalGreg Lindhorst
    • Vijay MitalGreg Lindhorst
    • G06F9/44
    • G06F11/3612
    • A dynamic verification system is described that enables application developers to safely include significant custom business logic in their applications. The dynamic verification system receives application behavior criteria that specify behavior of an application of interest to an application host. The system executes an application and instruments an application execution environment to detect application behavior that meets the application behavior criteria. The system determines when the application has performed an action that satisfies the application behavior criteria and provides a notification about the application behavior that occurred that a system administrator can use to take action against the application.
    • 描述了动态验证系统,使应用程序开发人员能够在其应用程序中安全地包含重要的定制业务逻辑。 动态验证系统接收指定应用程序感兴趣的应用程序行为的应用程序行为标准。 系统执行应用程序并对应用程序执行环境进行设备,以检测满足应用程序行为标准的应用程序行为。 系统确定应用程序何时执行满足应用程序行为标准的操作,并提供关于系统管理员可以用来对应用程序采取措施的应用程序行为的通知。